{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "1.处理交通标志\n",
    "\n",
    "---\n",
    "个人信息:  \n",
    "- 姓名: 石庆波\n",
    "- 年级: 2020\n",
    "- 专业: 智能科学与技术\n",
    "- 班级: 一班\n",
    "---\n",
    "\n",
    "- 诚信守则:  \n",
    "    - 我承诺该报告内容**为我个人书写非直接抄袭所得。**\n",
    "    - 我**可以解释答题思路并复现我的答案。**\n",
    "    - 如无法实现以上要求，**我愿意承担由此带来的后果。**\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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JZJ402e5kMplH5d16gvlnAj+hqp/ZJCT/K4we0Uwmk3k3yDYnk8k8abLdyWQyT5psdzKZzJMm251MJvNIvFsTzC9ycYXIVzbbMplM5t0g25xMJvOkyXYnk8k8abLdyWQyT5psdzKZzCPhvlgdi8hvBn4zgC3qn75z40Pb+x5HD4+hja3WHmtzj3dsVzb9VjKfXK5z6b1sXiiKICiCCshZHzpWEhA9LStndfWBx6toSogYRANCIsaIEUsSRaQATaTYgyaMseAaCC3YAowjhYCmADpgiwnJD6grwA+kMIBEinKKpoSmgGpCAcVgnUXEobEDUyNiSKFFjEHEgipiHYohpYARwFhQA8YQ/QrfLhDShSNMKWGt3Ryikk7PiYIxwpiWRs8/5zJuiylgRDBm9PsYMaSYSCQQgxVDSglnBasQEYImVNNZWyICOv5FVCHGhKJYK1gjJE1oUhCDbsYmMv6VjAiCYFCq0iEGgo/0QYkxjccvQtLRM6UKYgSMgCqaTo9JQRVjzdmxDX0ghvQufvAfjW27A/z0L+ZYMpnMu4+qPlV2J+udd6HprHey3sl65z6y3XmXyHYn251sdx5Ivs/KZD5YXHWf9W5NML8KfGjr/UubbduD+TbGRd249sKX6y/+LX9yNJqn1wLdFkDjhUA2l+DLR3H5sO4XTnJh32VNcJU1vtjGw2tc7k7k9OJ2Xv7NxNzl/arnF8bLx7zdvogwXmoU5OJIT8vJxaFcKKSM589wvv30fBoRSCB4TIx0KVK4AsURjMWpkgQMSsIgKE49Ani1gGAlknCjiDjrQhGNGAKh74gkXFwRFncQ9fSpggJm0xt43+MHTwo9cXmL+sZL9Pdep7z+cdzsGdbtCe29T1EC9exZ+vaAyY2Ps3zlU8TVT9D1B+ztfwQxwtDeQXpLT0e19zHq6U3a5W1iOqauvhSs0J18CqOR+f6XcrK+QzW5SXH945y88QmmZQNB8XqMFDssl3f50e/9m+yYjt3ZDAFSjFR1CSKIgsbIslvTdQMg7O/vMwwtbbdiPpsjxhAVjFH6ocWYyM68GbVEFOKQ8D7RaWRnNqfr1xCUm0VD0wi3lsccdANx8/eeNBNSSHT9wGrdsu570tCzuzfh2vU9jAjr9UDf+1H4ocQhEDSys3ONbh24e/sWk6mlqkp8AK0dftnz7HzKveM1rREMCYaInUBdVPhhQIHZdIYiDH4ghEhKifnuhE/+0GsP/fw/Bt7U5sBFuyMil7/YmUwm81Z4y3Yn652sd7LeyXrnHZLtTrY72e5ku/PU2518n5XJfDB5tyaYvxf4uIh8lNH4fDPwax9UWES2RM+p8jnbubnyy9bmS2XO3uiFfcK5cDjlsgZA5ErhczquB+y5ouyD6ypyXkD1wW76U6GzVUav2n+5w63zJnJRNG2LybPTc7kqCirnTW7tNwKQEAFrNj5yI4iM7tuxqNlc6BNCOBM5iENO/woCIopoQmMADQhgjWHoutFbHy1V4VmHhA6WwAlBR1HlXAFlzfrwNZw4rB9ADGICk3qH9brl5PXPMNmbIQTERKqmoXDP4fyS3hiSeEgJLGAafBgwqUfNFDepWJ/cBSkQ4+j6Q1yxQ9vdwqQvQWJB1x1TGEdCCEd3WB2/Qmk7+r4j6hRnDCEl+sWKGzeu03cdKUVEYLVasr9/A2cLFv0J1jj6oaMsSxSL95GqrChLoWlK/NCjCoMGxFZUWLp+wIcB0YqD1ZoXKuXG/g5lKDg4OkJEiEOkXa8xVphOCqazktQXGGdZr9aoGPouUFjH7mSGFcXtWprZnCEInz14g6gV6y4RbUnbB0obEIXJZIfFWjnpVzirWDFUZU3rAylCZQ0lwu58zu3bt+lXa1xZkFYt9vE+mnIVb8nmZDKZzGPgLdudrHcuNpL1TtY7We+8ZbLduVQ32x2y3cl25+rP/OMj32dlMplH4l2ZYFbVICL/MfD3GC8zf0ZVf+TNa8rp/5vL5amI2Vyet8TMWfnTVyKcOrN1U/8qL/PF7q4SMOf1zmXUQ4y2XC573s72WK7q88KYrto+qpjztrZen3JRGI3/PEiE6YXYrNMwLEVFuE/+CWM4jibMJqQqJY8pNl5jFMQiEhHMRuCkTQiWYsSObSTAyCZcSmHjUfd9h3EOawyTSUPolqgtCXGFCFRuRteeUJQOYxx4CG0Hu1P8vc9ipzcpU6IyNW1qMGXLcHjEVOeE2DEM96isUBa7uHCLwXtUC4rasVgdMzWGrn8d+gFXVmhZ4oOnrAuq6Uv0iyN8d0BILfg1lprl+gvs7b+ISQWxv0t/9Bls9GAdg/cka7HOse5aDo9PmE4aovdEjaMX2wjd0BNiRNVTmgIfA6qBuq5ZrxdU5ZS+9/jBowl8TGgZEQ99GymsMKRIwmOnFS+/cUQpBc/t7jCZzlit17Rlxe7eDov1kiF4hqairCoQmE6mGLEIBlS5c/s2B+sFLI5ZLjxDO4aXFYXBisfiYVAcFt+tMHhKBxoTcbB0SyWJI4ZENIZ7yyUHJ0c0rmBe1ViEwtj7H055zLx9m5PJZDJvj3dmd7LeubA9652sd7LeeSSy3TlvZ3ssV/WZ7U62O9nuPB7yfVYmk3lU3rUczKr6d4C/81bqnDrREUF162JsztXFVeLn7fjsHiogrtgunDr4Lwqo7d4vtnG1qDore1mEXdp+uezZ0weX2lLVM8HHqUP+svLRzeh1y9u+LRq3Xp2Gcono6IUmISmOua5MIG0EkxFFGXN6jW2OooYUMdacSqrTA0A3f1ODoCkQhhXEgrKq8erBL0jas2rX+KGj3JsRjdIv7lGUJRorhj5SRaWqpqTQ44cV2IhUghmgqSekrsMCpVFUElhl6AdUI3WxS+8TzXRCGo7QuKIsd8AvCcMSU1rc9CV0cp3d5gYHr/0QhV8wdEuqqaFbg6SGoX2F5foWq6ND2rVSFIoPgRgiImPurH7oSTEiqpRlyXw+x1pL3/dYa8/yeYlAWVnA44zB+4hzFSlZhj4gUhBTGkPrjGHVDUQKpo2QrCGoUMrAYnmPe4e3CUGpy5p7d+6SBEJKrDQQEhRWWPkBEVi3A22fEFNgygLvA0ETUcEPHZAoyoamKkhD4Ev2Z/zkl/a5c+L4gVdvcxJAjKEfOkQM1oIkZVI3tOs1hyctifEz+9Jkjmq68vP+OHk7NieTyWTeCW/X7mS9k/VO1jtZ77xdst05rfHgPrPdyXYn253HS77PymQyj8IXbZG/y1wINUKu9HrzEM/6dhuP+v4U5aKQuFznLMfW1u9HOZZHGcujjvHhHXJRdemmHRkd2xs1eZ8W2w4ROy2mm+2nWzVFNEWMK3DJEK0lnvnkzebvkTAYUIjeI+pQoySjWIHt5GQCxKGnMBB9SzRAUaMRum5NVcyQBM1kSmnnrA8tIVnUOAa5hz34LJ1U7LljVCMdJVUzLjph5Jjl8ReY7O2gaQwLa71nuTikLGY4HWj7jqIoaJf3aGZTxMwI3SHx5DV6nTCdvIAUlmHomc1eIoZDbFjThp6qrqmaKccnik8OwdG3AyKOvvOgCWsNRVnSti1UFc5YUCH4QF0ZysaxXg/4kLBSbHKvJWKIVFWNNZa+i4QgWFvhh4SkhNeeVdePclKhwGBVMDEQCkiihAIiysH6hPWyYxgSaizeJEpnaErLrCnYmU/AKF3wiDWUgyIRJAq+86RksbYixIJ2CDRJ+bJnr/NVN2u6G3M+c+uA4y5inNA0CQ1KUVW4qqALibUqPhlKU0FIuNkEffdDtzKZTOY9QdY7Dx/jwzsk652sd7LeeRtku/PwMT68Q7LdyXYn251MJpN5BJ6aCeYR2frh7LecxkWdRjO9iS/9QXvv84pfev/QNi8JlYeFUz2o7tvhgWLtLOTr/GkEc7nMWSNbr8+eTuDsYnR6xnUjjsatCWOEMETUD1RuQowRsea8QdksfJFGr6kVwYcERsc/moIaIHaILYFx5Vzve0o8JI8kAzpD7Awj93BUeKMcL9a4qsHU16kroWiuMZ81LO9WLA7eIIW77O0d4opnsPU+ZtWhUXCiLO9+Bqc10kfqnesc3Kkp6x2GYCAdYYMDZwiqVCYRo0eHNTs3vhRjAkW5QxsCMZygqcD5BSkJMVm69esYN2V378Ms3vgcdbOmqhLOGNarFaqJiUBZFHRdx+58TgyKcwW6WYnY+x4xgohh0kzp/QJVw3rdUpU1RTGu6tx2npiUwsJAZFpP6LueeS18/OaUSqGRxL3WY0qHCgSNJCMMCl4FSQZjQJMQkmXZR6JpiURcaUkpMnTgvaddtogW1GWFiLJe96y7QDSJT79xh2uTa6ht6KOhtnZ8wsIaUmEZwgDB4DuP7weMWIrSYIwj6YOfJMlkMpkPJlnvPGrdrHey3sl653GR7c6j1s12J9udbHcymUzmrfPUTDCfeoIvbjy9KMvZ+61fD2vsQpltz/mjeN8vrBx8Iczp3HhfFWL1oDbfdTZjVr0oyE5P4IVLzmZolxzxY9HNi9OQK1VFzOn5UIxAktOFJjaVFIykU5c8zliMccTEeFGMA8l3jHLJgUaMKtH3qAZSUGyV8EYoioiLA0VVctKfUJCQYk6hihNLJ7vYnQ+TTm4zpCXd+ojd+hkiBWIDs8kuwSS65SvE0jE1Eazh2rWvYJVuMZ29xO07n2b3Zkks9wgJVqvXCd4jjcPFHhkiaTKAs0ybmpO+INhECI7S7tHd+RTqJkybXfae/TJm+8+xPvhRCmtZLpfEEPA+UE2n46lWwVhLHEbPe9f1TCYNwzBQliUp6nheAGcMZVEBSgiRED394OlMJFhhWpSUxvDRGwUv7Si22eX12y2fv7OkmgpDHKjrGmsFay1hDJ4i+YHoCjofmVQVXVKMNVR1QegTJ52n7zpCiKBQiZC8x3ctGmEtlh96/ZDbQ8cwKHcPFjRSULuKsmkgCKuuJaEUZcXO9QIRSMGTYkfsq8txjZlMJvOW+fqv/3pUle/5nu/5Yg/lHZH1zjsg652sd56w3rHp51DZgp3mh97TeifbnXdAtjvZ7jxxu2OpbMlOvs/KZDJPiNKOUTN9jO+onadmgvkM1S3v7hWLIlxVZfNbgNNQpAfZ2Uf1hG8Lm/HlRaHzKO08rN0H7b88zjf3SI4iRK4oJmwc3JfFz1X9bsSNqG5OoYBYxFVEPUbDGhdbWq6BRsBgtdv0M1DGgYBDCKhzSIzYEAmpxXYDiGDNmNdqwNAUNT4lNC0w7QEpJFx5jeHkNnQDEh2tT8x2gNbhJ0oS0KBIc5NaBvqDzxN3P8yw6nFac1zVmORoWofVJS1rkj6DuJK9AGn3OfqgdGGNkx6RgmG9YLL7LL1YrEQ8axpmWIFeJpAgJcdsOse4fU7CHeLJXczui5jpLo2siY0hDIHee4beExGKsmBS1hSuxKsnpcRq3ZFSoKodrihIKG23piktZVVCBdYI626g7wd6H1h3A8km6qKgtWsmU+HWyZrYCdd2YGdiqEWJfUTF4aMhxUA1rSkKWJ90mFiipVJNlbIMpKigJdZOiamndoGyqXFYBh/AGYYeIiUhRIwaFsPActFjjEGToSdwfa+mjELqwfeRSEcxq8Gc5oAT1EMYsurJZDLvnB/4gR/4Yg/h8ZL1zoX2s94h652nUO8I30+9N0XfL3on250L7We7Q7Y7T6XdSdR79v1jdzKZzFPPEB9PLvenboL57OJ/lagQLl7Bzy7YW+8f1N4V7x8mXC6W44LXenv/g9q4KkzsUfp6lHE/oJH7Np3m/tp+suBhYxgfbhhP8unIjbWUZUmMEZvAkEiYjVgaS2o0myRkEbQjeAVtCHHAWEdKd0jDFLWWKBFjCoyAhg60ou+PAINKgUxuQkrI6hjX3aV77bOYyTNMC0PqPavjA3abXapkOVwtWB2/TFfuM5MdbDWlnu4gzhAOfhxpT6Ba0/Ut+02Na3aoZh/Bc8jq5ICqdMxnNdrskVYd/uQO850S2wesOFrfYu0+sV9RuSnr1ecxbkIxf5Egget7z3Lc3yJFw8nRERrHPGrD0NO2BZKUqrBoiJRFyXK5pCgtwQcEizOWQT3GOYZhwBgDzuGsw1qLX7ekGGnsKEqSV1YhcTQM3BXP/N4JH35mn6//6o/z8u0DXr13wrDsafuO2XRGUTjUJpIPEAxWa7pjT1VV7O5c5/j4mNj3uAJMVSDOMKEmAetuTUwJ5DQgULDWgBg0JYw19L4nLjqm013UQ4wJGQJGZFyIIyXmdclPemnCF75QPPzzm8lk3hN87dd+LZ/85CfpuvHGt2kauq57IuGZfd+/6308SbLeefNxP6CR+zZlvfP+1jvFG1/Kx1+4daZ3Xr7r8cuerm/fdb1j7cDgIycLfV/onWx33nzcD2jkvk3Z7rzf7c4JH39hf8vuHG/szrt/n2WtYfADJ4v+fWF3MpnMo1EX0PuLjt33mgvpqZlg1tPrsmz92ly0x/fnOy6IEHmw7/2dhlU9SCSdipoHiZOHhXW9nbE86DgedEN/4cmAccPD653uVs5c9KdnVVPC2QJSZN16pOwxRQ2n4gclxR4/eIwrMBIRFTQmlA6NhuiXFMUEFHzyGDEM0RPjgJMSo4Hl8V0Uod67SY8jGYPRxOpkgVXD8PkjisKxXh1TT1+gjQ3JGRZ3P0Px/E9B05LaWhKW+ubHCN0ClvfQ1QnGGYyZEVdfYG9/zsnRa1TldZqmwU6fxYuSfKQwFQwnhHaKaeY09RzxPcuTV0lFSbt6g9n+T6V67gWWi09hfIeKpW8NfZcwIhSFRTDjysSq1JVjp5lztDhBUyJGQUnMZ1Pm0xlEpR8GYggIYI3FOYf3HmuF6XRCCIFkYdG3lLZiCMKJHyhmFt+2SHXE3qxkeWI5Wnm6IVDMDMTItDBM9/YoZ3N8VI6Wh7R9z3r9KsYl9nZmOOfouo66sdSTCcvlGlsIqVdEDMYoxjiw43fPOkPT1BiTGHxH6pZgwFmHCTJOQAOFNdy8tsdO6bFXPfqRyWTec3ziE5/Ae3/2/su+7Mv41Kc+9b6b/H03yXrnrZXLeifrneemP0LoHF03sDcruXfwUdbdJ+iz3nlkst15a+Wy3cl257mpJXQtXXe0sTuWdeez3clkMu8a25PLAKUThqDvqUnmp2aC2Rjz8HAo2X755t7sdys/12WP+lsVV29HxFwuc7nvCw8bnFc8Ez1nIvJB5+bSRelyX2ILjDEEFYo4YMsaZSNKVXGmp6wc0SvENF7A44C3HlVHiqA+kIylqAqwidWioywtpavwMqWKiiGgYvD9ititKYua3We/FD95hqaoKZs5u0TC+g59d0RsVxh/gts9JtmKYehxhaGtn0PnH2U4+BwuLhh8gan36Y5+kFIs1+fPMd37KKv1bWT3BbrXfxxNnqLZ5WR9DycdLt2gZI4ay+DvMaRnqcrnsa7CTObsNl/JvU/9IAI002t0XUcYFGeFw8MlxpTECL33xDoRYkSNMARPU5a4siCEAAhDCATvaaoKVxT4EEg6hih03RoVQxwE7yPOKKqJ+XQHMZGjDsyqZ5CBOC2Y1zXTbkKBoagqDkOgKJTF8oAYLXXl8H7A45lMG6bzGt8LXb+gbiqG0CNOmc4bkMDQJ3zf42OiKipUFWsMRTkKNGPG/HHWWqxYNEHfelLyMHEs1ysOmpIhPJ6Qi0wm88VlGIYL73/4h3/4izSS9y5Z72S9k/XOW9M7xkaOOj3TO273x9iZlcy661nvPCLZ7mS7k+3O27E7bNmdkp1Zw6ybZruTyWTeFS5fqfrwXppaHnlqJpgv58IaQ4keIAg2z4o/SCi95bCnR6j/ZuG/l73ql9u5XH+7zUdt++qdF9/qWOG8Xbmy2P1CSkE2KxJf2C+GJAWaFFtP0dBjiASxCBBjxGgkJcH3PTqcUE8LDILXBBh8UMSvaGZTEgI2UdQTlocLUtOR/Iroe5KpmO1cR2WKme5hy4LBlJTVTVx/jxAGgpZocYM0dxjfc/iZV3DNZylf+BqqiSEevEy/WFFd36PcuUl79ArV7BmOjl8mxtvM9n4SPq1RtfStElefR/0RmJK1XzGtr7FavI4zhk5aVAVTzLGTPUo7JcRE35+MIVaTPdzJTa49N+He0SGzHYsfVljr0ARiHKtVT+nWIEKIEQzElIgpcbJc4ntPFwba9ZoUlVRtwsANVHWJj57YG7RXLCXBKHVRMq8aDg8PuWcNLvTM5xOSJoyJpDIhGKwkSmcpipLFwRGDT+xMZtgCXNWQMNy7t2C1GAgxkhCqSUFIHiTQTBxVYViQGIaB4COqiYSyWgcmTb0RPGB09KiLWoxYkkTEOU7alk++4ul8Fj6ZTCYDWe+8lfFc3HnxbdY7We9kvfPoZLvz6OO5uPPi22x3st3JdieTyWQezNMxwby5Ko8r9G6LgIcv8HDB68zFi/5ZwpLNvrftZz+LELs6jOtstFcJnq2QqKtE0FXH9pZXTd4c45UHeIWAOxU0F0TjWZjXxXbO9rsSEUVDRWoPxsUnzFgtxoDVcTVjkZ6kLSkcYNRh7HWQElvVGBspKujajqRQVnsU+3NSGojJs44RcROm5QQnDg09SYTCVqThEN+3FLN9mnofE3taX1HPP8Rk9qXc/vG/x96XWFzzHP3ha9jVKxy3L+PXxzQyLpTQ9ktiLCm1QGyHMyfYONC98qMUZYN1DRJa4nCAWZ3QhwGd3mCy8yISPoxPkT4dMS33kTSw9guK2T7Pf+jruH3wSZ750FdyfOczdP2S+c6Mvu9xzqIqnKxW7O/vs+46ptMJqh4fAsPgCTHRrjusccQ0rmqcNFFVNbawDNFvQssSqKLqSTGwPu4ojKNToTsZSKmnmhcYkyAok6YCMfhoKJOgQYhR6IZAWVokpnHBiC7ih4CxMPiADIr3Pc4VJGDwHmsETUqIARFQo7gERVEgCFYjwphHrus8tnBMmgmzvYYhtCwOB3z2rGcymUzWO1tkvZP1TtY7T4hsdx5pX7Y72e5ku5PJZDLvjKdjgnnD6UX5zTzhp6FIp1xevXcUOgKbvPnbkUmX29ZzyXSpg23v89Wi57Toxf5PxcN2Hb3QxVsN7XpQuTOR+DDH+wME1MX6W8d46VQokLCIcRTNlH55G9XImKNNKQqLtmCcQ4mkqMTQUdiKwk4YUsTUO0haE5PHDyvKyR5RasS2uLJhOO5p6opgFMTjJg3YayQfMOpZLV9j0syoy4aQIsY1MBRUZU1zc4/24Hm645eZypTBFEQMtXg0diSBrjvEyR5SFqxWr+B8B9xiSAvcOpKGFW7iWC6+gPhXCZ0izTPs1TOkPyRpwsaWmDyUE2xwVK5CJrsEt2YiH6bzEd/3dKsTYjimagRjI9YWeB85Pj4GVXzbEkLP/s4OprKsUkdZVptVgxNRdVyMwg9oUIwz9Oslk2lN9AlN0PYdfVBeuHmTWYwcrAPDqiWlAdeUxJDA9JQG4rCmnpc4SZsFQiy9D6SYcK6kqWuc7TDOUjUlRWWpmworhhSElXb0XRxXycaAJqwxNE2DMRZNm2+QCEkT4oSkiiscKcRx1erKveWnWzKZTOb9TNY7We9kvZP1zpMm251sd7LdyXYnk8lk3k2ekglmeegF+j5OV6o4856fbj/ffMlJfNrgfV72sQnZKr9pdMtrz4U6Wy3IVisXGr0oIgQ5Wy94fApAN9u2Cj0geuvNwr/O+zvdJ/cPUWR0g19qSzb1zoufn8jTpxVISsIQATUO6xwpBdCECDhXIFWJxkRZNoR1jcaASqTvBrq0pqz2scHStS3WeASDjwHSmhiUWBaU1RS/XtMvVxSzGlMWFJKIi2PKIZDSwDK8jk+e2fRZJAyUzYSTYcnzX/rldK/9GPHok9hqRkrP069ew0qDH+4hUrC/c52jRcSZQGUsfdex9AldHdKYJUMv+BCYllPEDPhhyZ1Xvp+6rmn2vpzkO6JUrJgyZ0phKwbxDGagml1n7wakbkm3fB2TAtYEUlTEWFzRMLQDpSuorKF2lqaseePObYYw5lJzxtIOA01d0/YtPgxgx/CtqasojENqx/HRimSm9C7y6sEh1ypLVVhigHXbUyQIQ8AFqCeOL/nwC9Sq3FtOWd9ZoBpxzkA5PnFQutOvU0Q1AAZjhOgTfTsQQiTGMYeZwQBKXdXMpjOMtfgh4lPAioy52ZwlJWWxWOA6Q1kaisriCnv1BzyTyWQ+UGS9k/VO1jtZ7zxpst3JdifbnWx3MplM5t3nKZlgPr+IG2PO3ovo+QV5s19VUXN+qVbZXNC3wqPMGMN1Ji2SjE7FCxFOZxrifKOe7ZKz2rJpaeyAsz7HiCnzUI/5ZeG1LVTO/fmCbD1N8KDcYg98L6NXU1TPZcuZwFOMnB/F+bi2D1hImDO9dKoalfOnCqwCoiRjwNWkYYkzDepAmRFLQbtDBiZ0pqAJnkVoWfnPIK5EygrRhO8OqeIaX18niUO9wbev4oo9IhYTl1izhxuWmLRE3QRjCmxTkrqKob2H2A61BQw9Ma1x7ZounhBMINz7NG7v4zQmkuY3GcIavxyYVrss1neo7IphbRl2riHScHP2PG8kT1gssAHiEPDGkzQRhwPiKhKMxbctZdlgm+sEJkyf/TBeFV2fYPsFfTVh/9mvQKxw6+4PIV2kMiVHJ4fU84aidljjSENib2+PEAdW3ZqTkxXTZk5hDTEkJAnL5RofPUVpKZxFomzC5BRUsFaYVI4QlH6AozF+jr6PoIYYI5o8VAZnDX235sdfPuDw2GOlhhiR2pKMww+B/WnNuvOs2yU7e5bVqmUIgbqsSDFSFAY1CVcJEiH4RAweHxLWlLRBKcvrkBKl69C0xFolJgFx+Bhw6OUowkwmk/nAkvVO1jtZ72S986TJdifbnWx3st3JZDKZd5unYoL51CZe9qRfaSs3F+Zzz/FZ7bHuWZ6r8V/deMmFU+GgZ47zs6isBwiW89xZ2zvlSiN+lei5r53NDt3efiFH1/3tvFk/p2dAYCsCS+87pvvP11mXW+dALxQXBdWEkURSh00JteDXC0x5HRMEdQHEUtQ7BNPhqjl+sSKlhO/WTGcGGRb0bSKFgbZbMr8hhBDQMBDbBVZKhvWAiQ4TF3i3i3SKVgMMHaYoCbIg6QJSQZciXfAslwtWJ6+zu/MRJB2Du8vq6Icp7bMk3LhisXOUkz3W6wP63uGcoV0dUU+nTOZznm0+xtHqNQbfY4wdF3uInqRKVTWEEFivbhFjBcMx87rC+CMklJQS6fpDjBtYLyK+vU0ceoZlR1E59veew2vPcnFMGpTSlBgx1HVNP/SUhWMyaSBGoh9AoWt75jszfPAMfSTFQFU6BJhOp8C4OEXfD6jC0HuMNZBG73yKCWcd0+kORVVydHzCaj2QgmAMo2CLBmOFOsG+KIt+oEwV64WSTMA5wRmLaQwiMA9ThjbgfSKlQEyRk5MTqjoQksGVNZPpnDiUrJcBUgKE6CMp9bStEHJusEwmk8l6J+udrHey3nniZLuT7U62O9nuZDKZzJPgqZhg3kY3wuai/LnkFb4kHrZTW52JIpHR6z62et7UliY40wab9u7XHBsf++lO2S4rZ8LpPily5um/6ggvCSc5fwIATiOsHi5+LvSzwYiAps0Bmo2g2Wr5QpN6ScttnQgUVDECSCJJABJWalJoCdETuw5Rj9WSaCJQolJhS6GYXKdd3KYQRxyOKVKFP7lDSmCswZgSv14hUuLXb2BCT2hPsCh1UZDCClPv4aodfOxIfgmpwtld3O4uZTnDWEHTq0S11De+CkyJ+DVD+waOAyQeEQch+CV1VSN1gwsNvW9puzXiAnGyT5si63ZB33uiH6jqgmHoEYG6niBiUBVCWGOB5fIQNYa+H9jdf4m2X6BhQb9SDg8PcUTScIgh4n1HM5lQuZLBV3jviSHiB48ksM4x35lR147FcY8xhqIoUIXlYgXC2TaDoakaqqpiCAO97xELRi3qldgLKQoUo+e9rAsw0PU9CeHajX2Oj1q61bjohXpDbeGFvZqv+9izfPzDN/ieH/4Ct9eRqInppKZ0BW3fosbTVBWh90DEOIO1hpgCbbvGiGNBwg8eHRKqhjF1nGJNonSG+Ggf50wmk/lAkfVO1jtZ72S986TJdifbnWx3st3JZDKZd4unZoL5LAyJjcY41Spy5iw/3yBc8Eif2dVNuXTqFr5PRLElfs636oPEy+l+e3H7mUw4fXGmwk7buV/1nNXaPjgujl9PQ1wULlU+125nBc4HLcC48m0cezLmvMqlceh9jV/qalNcYwCNGFVEEkYiKfZYDUwmu8T+iGZygyiKpkTCYozDVnPUFZRimM8aYntCWZasQkdpr4M4fLeCIhL7O4SuJ4WAsw39sMbaZynjwDKc0BiHJmFYHVJfqzkeeublnMontF9Q1w2m3EURlm2kKJ9j0CnD6tOUzbOI7oIc4CmYzJ7FmoLjuy9jg+f45IgPPTMnhSV9UTOksFmR2CAixBjxwwAYjK1IAUwU4vqQtfeIv0PfnqCpx2PouyNWQ8CvlrgUoK65c/cOVWMwWKxYJrMGgEkzwRaWGAMhDNgCmmbC8WKBDhFrBFcUWOeoyhJnE/3Q48UjTignBeWkJHSBxcmAH4SUIkVhKauCojL41GOrgqIqSUOkio52WFOLZVIW7E5rvvRD17hxw/HirGHhn+HuD34WJSBakLzSdwHbGEoDZekw1jB1BWGI4yrVIWFLEHpIlqSKGIgpQTIQLV0cqGbV/Z/pTCaT+YCS9U7WO1nvZL3zpMl2J9udbHey3clkMpl3m6dmgnlky+u8HcJ1XxiSbNcYhYRuC4HLimS7h/P2zn/ziKsqn6oCLiql067lwqYzxaZbXnnQTe6y+8d3caGJrW1nKvC8jm49TmB0lDlGIGlEsJtTJPe1ex8KslmY4nxYiRQ9zoyhWzEkrOsQiVTWkooZbfsGNDPQBjSgYlFRpKiopzvY/hgE+m5BjIoU18A4TBURGzCFYdF72mFFJRMSLXbqcM5S2Bpb1mi7oB86QneCrj1tb5mVeyzb2ywXbzDRZyhwRFEoHGZ6A5GCSTHgvYAN9IMyt1P6/g5ihf1rNeuTnrK+yeuvf4pKF8To8X4gacQYGRdfCAFrLd5Hqrqh73tCb0jaon4F6QBUEDVodGi3IvYJEwzONYyJ0xJDHyjdGK5VVQVd3zHEgd29HbqupbCGo5MDXGU5OTlExLKzs8MweELsMTERkxKJmGhImkiSsGIoppYqWsQoVTUlRY8pFJxhSAm8YgVcYbF1QbMzZYLj5s4+ziqHxye8PPXc0IYQPKREVRSEPrBsV/iQKKY1kkAlAgnUopvQLGOgsMJkXmOtI8WIWOgGIXhHGBJd2+GGrHoymUzmIlnvnO3Jeifrnax3nhDZ7pztyXYn251sdzKZTOax844mmEXkc8ACiEBQ1a8TkWvAXwW+BPgc8KtU9fBR2lNhExKlnK4AfH+nXNQLAnIqehROVypGrr7gn/qyL0ujB4mDC9t1M8iHCJaL7+XCr7OehauObKubrWM/FTAb8SMiZ4s7XzioqBgDcfBgLWIKztXWFQJwM0ZFER0XmzhTdArB97jCISkRfSSgDEOLS4nkDEYEDWtMdR3wqIyr9CYBHwWrienONfphxWL1Ons7X04XI0O/Yl5aNE4o7JyVLGimFdEvsNULlMYgMuAXR6gOpGQYQmT5xi0mkx1Md0zfruhCpPaBFFcsh7s0zlHtfQTvA6HYQcMdmp1rLF5+g7q9RUiKxAh9h3UQ0gnL4xWuhr5fUtUlqml8YgODNZZhGBj6niG2GHHYokQk4ENPvxqY1DuQCkK/JvWJxpVUM7M5l4n5vMS6iq4NWGfAKMYJxprN3zAhFvau72KdcP3GPilt/lYmIUlRTSRRnHOEGGjblqIuUCI7O3PqZo/gB6bNhHbV4UPCJ6VtI22r1FVF4QMqBdYqDoNGxZYNr9w94rjvmH3hmJff6DDUCAaJiaH3BI0kX0BhN3nFAmlQUhQ0jk+BRA3EAKKRa9d3EascnbR0veBDRA0MywXmoZ/4t8bjtjuZTOb9xWQy4af9tJ/Gd3/3dz+2NrPeubpu1jtZ72S9M+qdJFPWJ1+F4X9+yCf+rZHtztV1s93JdifbnVO7A+uTfJ+VyWSeLE4gPMC3ZR5D+/+2qn6tqn7d5v3vBv6Rqn4c+Eeb92/K5YUnHrTvVBCcbjtzIJ+JnbHMJemx3dhFp/i2KJGLbZ+i9xUeO7tvsYwL49yMRbbGeuphf5NzYIxBzOmxXGzjrNELYx4vpqAYOy4YYDg/D7I11geNefs/YwxlURKDhxQprUEwFMaOKxxbT1nv0q9OzsWCgMEgxqAUeB/BNpTNHNShJlEUE6p6wtCtadsVPqyZTG9SuYoYBa+Jvj/GDkvSeo1fHCPWUzpHJZHu+HMc3voRTOpwYlkc3aNd3KK/9zmqNJ4s09QEnbFuFwz+LtNySnt4l7KY4kyJxTH4gsIW7FaG9cEbVJWlqhxWhMI5qrLCWUNZGAoL0Q8E31NVBSJC5WpiD75LxCER40BhGwpbUdeOorKIVVzJ2E5VkjSyaleIgVW7pixL5jszytKBwLrvmO/t4gpHCB5XOKbTCUXhqKqaFJVuNSDBEFqPFYNIwjgI6jk+OUZVKVyBHwJ+CGhMDG0LCk4skiBJZK0dJzqwjI7Pvrrmhz674KgDETN68oeAc4amLkbxJeAKx3w2pXAOgyGEgHWWZtLgkzKEyL27ByxPFkgKlA6mjWXSCLYwiHl8wmfDY7E7mUzm/UdKiZOTk3ej6ax3rhxn1jtZ72S9M5korlg8tXon251sd7LdeT/aHcEV8tTanUwm8/7kPkfsFo9jgvky3wT8+c3rPw/8e49cczsJ2JlAuXyRHzedXtBh9Aorgsr4YwTGS7Xcd9HnQhf3C53t38aYC2WFbaGw1c72/q1xnf+31S4X2zk71iv6P1U9ckFFweb5gYtiavO6cBY0IaRz8XNBHV7QiVtjPReVAGIszhbjKsVDR1KhtA61QohrxM5o1yvQiDnLw2ZAlbqa4oqSpAWRgrq+STfcxYgQvBL7OIqouODmzY/SdidUzTX6tsVHpT95nehPGBaHaGxJfkX0K5pqRuw9q+NXEH9CU9Roipiu5+TodY4PPk85meLchKBTYr/ihRcaTDqiH45JWtC1LSfruyzbe7TLl6mM4qwZP0GbcxiCJ8bApKlxhcGZktl0CoRNWUOMiqaIqgcszs6I0WGkIAzK0CecrdBo8cEjVqibCuMMRVmMqyavWxaLJeO6v4Z23RJioqgqiqKiKErEGtp1h0YgCk4KKlPjsGhSvPegJX2nDL0S/BjKN6kKmsownRak2EPomTQF2Mha1hwNJ1CV9N5w2Aa8RlQHjCTKQnAFlKWhKgpcUdA04+IXzliMGKqioixLhhAYkhKS0PWRo4MTunVPv1phJTCfV+xcuzHmC3t3eft2J5PJvK/ouo4f+qEfehJdZb2T9U7WO1nvYCWwM0/s33jt6dY72e5ku5PtzvvM7lTs37j5dNudTCbzviM+xOS80xzMCvx9EVHg/6Oq3wY8q6qvb/a/ATz7pq0IIJsVdWEjek4v8qfdnF+U7dbrdNbAxUGxtd1u75OLpQW5VPtiaNQFkXMmSriwCrHR807vezpAZBOKdT6kCz2KnIWbnR/+uUgateBmMQu1mJSAAURI2PMgLxVEwaJYlJg8yTIuCrFpWU+FmCZkc06TnJ4THXOEKSSxJAqwFmtKVFqCrrA+UcYlwU1IRUFrKmbLN9DmGhiIVrAxEgDrlDL29NMptpixvvsJJLRonBD6gZReYafcITZuFKtVQ1ocUuw+Q3v3CK+J9vBTNOEZqHfp2h5LCS7i7A59f8jACeu+pSpnYIW0PCJIQIFm/iFO7vxrjL5GYRySlME61qFgMpugznF4b8WNeY0tKrq+pypLjLEMPhBCxAyewhUoSkoRYwx911OUJa4owDnEOgpvGcICsYY+FHRtT+nA955+CAQNzIoaYxJlUWBEuHvnLst1R/CB3XkNJE5WJ3R9x2QyJaZIUZYIQlXUo3gyoygryoqh88QUSaJYHCkqy26NK0uKssQYCHEgpITvwbmBoqoIOt4OmJSoazA3a6qFwXeJIRqiV8pKKJyhaEpc4ej7RAgDolCXBSZFUPA+EEUpTCSZ03xhFb5X0AErSkwG6zxJH6vweTx2J5PJZB6drHfIeifrnax33pN6J9udbHey3cl259HJ91mZTOZt804nmH+uqr4qIs8A/0BEPrm9U1V1Y5zuQ0R+M/CbAab7z7KtFy54eC8Lia19uvVWLu07r39RNl0WF6ftbAuT+/q7tG17oYqr2rs89su/tzEijFm19EJbuhmUbDzWogpEVAQZg2cQVZKUm5xqBsURk5JiAAPGJFQTggWxm8FuefTPOzg7Ft0IM1cWSEqYFKmqCV0oWPVvUPmBiilaC83uTdare1STG1j1SLIEZ7DT6+jq88R4AJMbyHCCNVOG9QnRFshwF2EXt/88qW+x1TWsCjvXPkRSQe0chhXF/CWG9oTSWGalIgrGlYi11LEm+iWlGmimxN4z23+Odlgz3PscXbekqKYc3lpzY09ZrI6Z3nyRE7E4bzAKkkrWwVN5cMbQ9x3T6ZyUEkVR0vuepi7p/JLlomW+swMUiJTU1fjBSqEjBQUx9EGYznaopKBvj1A/0HUea8e/p/cRP6xp1z0+6BhepULXDVhriAGMKVitW6qqZhjGT4YRpfeeuHnyZLVuQRKVLelDj6jFD4FhCMjgqasIGonJUxQOTUpRNVhnwQh+ExoWQqQoHdeuldy7c8wQAz4EojFU8zlFURNSJGggpkBhLUM/0A+ByWTOoGO4XfIrYgiMK4oLhbGoKj5GysKw/8wu5rO37/vsvwMei93JZDKZt0DWOw8cZ9Y7We9kvfM0651sd7LdyXYn2523QL7PymQyb5t3lCJDVV/d/L4NfBfwM4FbIvI8wOb3lRZPVb9NVb9OVb+unu5thVeN+y+ENo01LtYXNtft09AmNoYXxJy+37TFxTbv936P7anZhH6x9XO/7rkUXnUxNOyqPuRy35fKiJy2xaVtZx1iiVgiaoUkBkvCqceqYsSMYWvGobYknv5Zk8epx6jHEMZjMefnjSvOw+kW1U1h6xBbUlS7lDu7qJuiwwBpoGn2sCaABoxGjAZiUqRqEFufrYKb+nuYcpfUKbOacRGIuKKYTOlXx1Tzm7Rdy2TvWWaza/S2wbgCO3sOa4D2EJLhuD1Aij1MPaecPEtZTCnTwHD8Ot6AufEcdv9Zmp1rWCmo6hs0N76SKEpVLtF4gJiC6BPd4R2c8yRjiCkxDN0oEjSxWq1RBB8Si+UaYwqMFPiho6pLRISYIovFQNcmUugwRGIMeB/oB09Z1agKKSnOOvoh0Peevh9ICjdvPou1Du89XTdwvFgRE8SoxAh9H0gRUhIGH1m3He3gGXwkJSiLGu8TRTH2ExOIsVjj0JhIUXGmgGSwRcHgA6vVmsVyydB7Yki0bUfwEWuhmTiSeHBQNBXGFpwsVvRdwG4WyyjrEiyUkwpbFhjrKMsGTZYUBcsoKAtXUhYVISbEGJrSYq4Q/W+Xx2V3HtuAMpnM+56sd7LeyXon6533qt7JdifbnWx3st15VPJ9ViaTeSe87QlmEZmKyPz0NfALgR8G/hbwGzfFfiPwN99iu1d6oEcUEWW8gl9x4eZ809nuUXVc2ea2EDmtKJyXFzkNIXuwuHngeC/0e0kEXe77bN+5oDr9MZtjtaqjN10UsW7MyZX6TfDW6IZXMSTjsEUNCL5dYzVgNsJkDNnaHsX5v+OW0yxrp+duFD8qBjVgiyllfY1BB1J/iAs9IQZc7PGhJ6Ue6yNiIm62g9odhvaEaeGYXXuRppnQHr3KpHEMYcHi4HVsKhDrqOYzfEos245q/xrRgKkacIZQWfqwpi4tiUiUiNcVvZRUz3ycpn6Wk8Ut1kdfwKGEssFeu4abTti5eYNgrqEh0R29QV1NURxNNaeezCnKHVJIBB8hbcLXkjL0/Sgok9Cue3bmu+xMJzgdPfxiasrps8TyGp6CkJTCKoQe8YHGVkiC2WRCXZeEMKACvQ+kpFhnKAuHNRA1Ya0jxgg6euFDiCwWSwYfGIaBGBMGQ0qjh77vBtIQ8a1nCJ6yKqmqkqapsdYSfAAVjAhiBBHDMARCH0lRWS3WDP3ojQdDM5myf32fvRvXsFXJou0Y/CjkVGEynSDOUDTFuOBF7KkmlpA6/DB+DmsxTFyNekVwWCkhGkpToOlKR/db5t2yO5lMJvMgst7Jeifrnax33i96J9udbHey3cl250Hk+6xMJvNOeScpMp4Fvmtz0XfAX1bV/0lEvhf4ayLyHwCfB37Voza47VUGQTehKheExQNE0YPEkpzJiavL6RXbLwR9bLzNV5U7JW15pC9XuJxn7DTN11bpSyFomxdpTDgmwsYNoEgKGBKqY3a0GD1iAsaAit2EgAliC4xRJPZjGJdGxAliHGDH8Z7mMjNjj0aV6AeMMRjjUAyIAQWVNDrZfQmuxkx2UL/AhgErFSb2kCKxH7DFDlrMwNZUTcnohK8wKthJTZEq/HDMqvewvMtstkvoWrzU2JiY7uzR+hYtpyQEdRNs6DCNQ+0OkjomxXWKyfN0/QntaklvBA3K4aufxbpXqF1kf+9Z+iRISJSTDyHdkuH4Dlpco5nu4LslPlbETqnE8tKLz9GulvjBny1eoqqUZQHUTJophiV936GUJJmy/9zHWHthvXyDEI4obSR2nqpsmE5nTHdqVu2aGDrqoqRuau7evYcw5otzFqrKoWnMRyfGAkLoAjFGvA8k1dM/P5GIEWEYBjQaEKVqambzGVYs3gd8P5BiHD8fISBiKU1NXdccHx/jnMGIwSdPXdcMw8DdOycUZUHZ1CgwrDzejysoxxDo24RSbBbEEPp2iZLQZDCmp3IGqwmTxpxzGg0Yhw49rV8Rw/Cgr+3b4bHbnUwmk3kTst7ZkPVO1jtZ77x39U62O9nuZLuT7c6bkO+zMpnMO+JtTzCr6meAn3rF9nvA//6ttncueuTKhRxERv/xKBJ0S848mhCSB5UbC99fb5P/Sy+Uu7q+XmrjIcO6IIrO29eL4ztb5Xn0mBtJZxWtepQCFYcYM4oVO9Y14kaxICDisGVNGlqsRkLw2KImbNoUGT3pKITosUYZuhWCUE+miClR1XF8JiFqIQpqDKbZh9jSLV8H3QW/JoZIXC4wkwW2+Ci1NIgsqeobRB1I/hBvdpju7rC+/WPs7ResThYE+xqz/Wuk6TNUzRw1DgaPUUPVTBiKHTq11NGT1gvKche/fJ12UHZvPEP97EfYv/YSb7yxh0kdRqCudzk8uoume8yaa0QHw1pw4lDXsTi+x+7eTa5f/xAHb3wK3x7z+q27TOoCP3h8CNjoN4ISilJIMhBCwZCgjxZTz1n7DlvusHfzy3nj1mfY3a3RuqN2iaG/x9AvKZqStBxDvay1VHUNSVivV/RDj0hCjMUYy2Q6wYeI92NolXOOlBLOFWCEqIkQPIIhhERdl2hSwhBZDy2qSuj9mGcsJqy19F1g1R9TlS2aEtYY1CjOOFAl+EAKYJyj6zvatiWGhFFDkjjqeAMpJIY+EEMkBCVFTzWpqAqDKQoKAYdgbYMGoW4mBL+mLBzP7tSUbnsJmLfP47Y7mUwm82ZkvXO+PeudrHey3nlv6p1sd7LdyXYn2503I99nZTKZd8o7XeTvsXIuVq7wXl92SW9dwB+sMi4Knm0xdNlrf8mZftaXXNX6uZsdYfSsX9n3VeFiV7yXTTtyQfCNx4ckkgYwBepbJAyImYApSdbijOCHDlfVpE1Gs1HSCJiCZALad0hhz86Hqm50lAKJOPRUlcNopO86rDVUE0dSGcWVOqwo6ixIDSHgZUJMBf3x61RmF4o5Tnv80QnV/rOIq4kqBN9hy5ph3VFPruEMTPee59bRa+w0M9AjQn9AOd0nEIkJSlHa9RHF7j7rdU8zLUnBEWwgWMUHjwIH917Gh5/g+oe+imduXsOlnoOTuzTXrtHsPc+tz38f/fIuk70XqXafh3QPKT+ECZ+gqmfMX/wK9naf5dOf+Dv41NOFyDB4TOnwyeOMxYqgumLVOYrqQ9CUTKs5RTHlsy//MGXZcOP6S8zrAmtnSF1z7+CzGE6Iw3oUW0nH/GM+EKMy9APrdYvGhCsc0YO1jtVyPS7+EEYhrDGNnn7AFg5lFKJDCNRVgRgDRmhXHX0/jAuZpEQMo1DuuoCIEEj07RJnDGXpxlxfCsGDqKKiiFMKB8kZ1p0fw8sKNwpmJxiF4BPRg+9GURX7hA+BrvOoEUxZUZUNwQqdHxAT+Clf/aV85HllOimu/pJkMpnMB5Csd7brZb2T9U7WO0+CbHe262W7k+1OtjuZTCbzuHmqJphH5Go39n0aQrhCV1wqPpYxVwijCyJo815VRzFwJnruF0Vj3TNZ8sA2HzSe019nJWVLmslG/MipLlE0JVQiQzBU1hF8jysjyZgxXCslVCPRe8SNHtoEJAQjFrHleJGKAU4vciRQg4jSdy3Rd2hRUxrooicFP66cHHps0YAUQIdaSLGgdAnvJmMYVHEPf3yLtD/BEHHDmri4jS9vMKwEjYfUk+tU8xsQjgj9gsF2WFNC5wkO+u6Y/vAWhSuwdUMYVhSm597hbUIKmOnHODl4lRef+ToGWkqm9KtXMUkJ0XDv9mdohhPq+gWG1nP7x/8xxeQmXVKG3uMPX2FWWGIK7MxfIA6fpqhriklDGAL7N2/SLQ8p7fi3TSiD71AZV+hNvWV+fYabVAxE2uGIFBKlgWfnuwyLT5NSxTMvfZjj5RLjFBsjvh+4c3CbZAPT2ZTDw2OG3tPUE9arNWjCqmEymeIHTwwRZwtiUCbzGScnC5wDay1JlcQoRhprMAYSEAeP4GiqCcvlEoB6OhlXUx48mkCNUBUVZeFQjQQfSSlQlAVFWWCdYkwEhflsQu0a2vXAMHjKokRTIHhPGgLGVBjbEEPED0pVNcTSUrqC+WzO0cmalY8sV0dMip57h7eYlA7vwwO/G5lMJvPBJOudrHey3sl650mT7U62O9nuZLuTyWQy7w5ve5G/x8mpd3n08zKu1Cuc/Qhg9PRHEAwiBjhdxni7LcEiWz7mh6ijrf7ZjIGzcKotYbQZx2ag52MzgpqHiB3ZLCDBmKHs8ohPPeoXtp/vBGNRKTBMQJSoBjUFy/UhaMCYCQEDKeJQ1PeIRozoRpzJKDCKCjsckIaIqqfUJToMaAhIXBFXd/AnB7A6wtDRr09IPhDX9wixx6RAEjd6mWNgWC2owoIUPUz3sbqkWN8lFY5WA/72q+jhy8Ruge+OaYclrmqYNHM0DGhUbHONPrSkoHRemc2vEQ9v4cTRuIKokQmJ2WSH5Dv291/ANRWu3GHnuRex+19GcFNciiglptyjX55QOCFNnseW+6TVIXhPESD1t/AngaJR1FVEsVhvWfu7ID2F8/TrYyZVTWlKfD/Q9R3L1Zo29gQfGRav449eIxy/jG8/i5Mld+99Ct93FEXB67depusWSByIneJchZQGKzBpGtbrjr7vmc0aJk2BiiCupm0Hlss1g4+EELDOEqMHEs4aUkj4fkBUKQoDVqmqkqoocTisGIauRxQMhugjhk1eN1WST5RlRVlX2MJR1gVix/xkYoSqdFhb4IOl9+NiGEk8YiJl4RBp0MFQGEELxU13SaYmRkUVmvmM6e5zFJMdsI6+60nJsvY1n37jmE98vqcb0pt+DzOZTOb9TtY7We9kvZP1zpMm251sd7LdyXYnk8lkngRP1xPMcnmpiHNRdGHLRqDAaNivDpF6uOA586RvxMw2Z15zuVj+cusP86RfaG+7nQeNTC6+Oc0ZZsx4ATNFhWhA1OJwtF1HXVc4a8aLXVxhrMUPA67aJWExZsxp5dcB3/dMyxOKYp/oW3Roodqn73ok9ByvjpjWe6TgiXFBW0xJGMzJG8j0OtbMSGFASKQExISqp+8jbv4xlnd/hNJfxwqk7jZtWOIl4Y9us+P2COslJQf4vmXoevyQKKa7JL9kLoF+8UmsbeDgVaSosN5S7k3p+0RSmO4/S1kVaLeiMIaybggrixHB2j3UOtBjCl1iBsts70N0wWDSGkknhG6OcQcsDj+FGSKqPav2FnWzT5cmDH4JCNaCiZFmUuJDICVBCPTtmqosER2/NLHv8N0KZwqqecl8bxdPw/HiHoWZc7h+DaMeoWQ22aMwNRKEebPD0A6slmvKukaT0g897dCPWtdNQJVuvWaxWmJNgUWIGpnOZyAJZ8woiGLEGghBx3xemxxjKem4QIUqMUaSJlarltUq4pwwmU6wdvzqp5hISej7AWdL2nUHSfF9RFRI0aApImJomoqexNHxIaKJRGJQy6ScoeJ44/YtwtDRVBYf4ibPn+Puek1IWfhkMpnMGVnvnL3Jeifrnax3nhDZ7py9yXYn251sdzKZTObx83RNMHNZgwib9RHOdIGKbpZqOM0Ndr9Qus/b/gCB8rBVk7e961dVv1JsvZkQkvMFNE4d9eciZ7scZ8eNbFbaBRQLYnBVCWFgvVrTlA6oERUIioZAH5bU011UEyJCJEGq8O3rVGVFWi0xJGLdUEhJ17fsTGsoJtjVGtVA7NdIPWF98AZRLY2pCf2asm6oZnt0wwLrDCmUxGYHKRtcd0CMMKiSQoErJ/TDQFGW9O09QjhAo8elhA6B5tocr2tODt/AdTUWodhZ469/FCnmpNhTO6Uzjnq2T9ctiX3H8viAiKMoa4YQmFeOvhM0rfGL20yKG4Ruxf71Z1kuDjDBYk2DH1qEjji0rJYnGAZmux/BUGKlRIxjuTyhmTQ0xmE9pGQ2YVUDpqoY+oGQEqvlkqZuKJwhxI4QjymrCRITMfbEOObnEumZT6/Tdx0aBgo7IfiBGCOz2ZS79w5ALJPpdBSqSemGnn4YKMsSwVAYR9VUFKVj3S5xTjarD28EOEJZlKNX3lgUHfdbi7UW0sbLjlBVE2JMiFiMMZRlRUwRPwSG2FG6gpQSVdmgQTFqkTRgyoJ1N6AOLIkYIr06ZHKNZPdppnMOD+8QQwAi1gSSWlQN6hVN933KM5lM5gNN1jtkvZP1TtY7T5hsd8h2J9udbHcymUzmXeLpmGCW+wXM2S6zET8XvNMXM3MJsqWMLnrjzxda4LIeOt9wafsjCaXTth9S/qF1x40PqcDZsbBZdEDFnAknV1ZYEuvlMZoidVFhxRD7DrUta39CVU2o6gnGFZA80a9pT15HTlbYJqL1nNI6VilQFFNiUTCElt1rz3N8sKAulKqaYo3BEMf8YsaBOKZ718EqJ6uXmZYTYvkM1tymwiFtSzOp0fI66d5PMHT3sCSWMZDWLS4k6t3nOFgsKWWHGO/SpB1K29D3LeHkC7gysW47hmHBMx/5GGoFY0tUhfbkDkyv0VRTok347pCyvM5J30NZUU1nHC9vsTt9iesvfAn3PvMjHJ8sqYLD9Z6YOowGFrc/zcntNygo8P2KykFZNIgYvPf40GOkwDlHGAJdOzAMga7vaZoJGiMxeNQ4lid3kGKFkZrF6haijhhbZvOSydQh4plPS555Zp+XX3ud6c4O9w4OGbynLgtUFe8Dy+Xy7LPSNDXOOsrCUVQF/dBijeBsgRFDGDyaxsx3TVUxGMPgPYpSFMUmbxyMoY5gjMEYh/c9MQZcYem6noQQPRSuwBiLAGEYxhWONYBEQoqggibFYGn7gGnm3Hzha4iDcLQ4xtgpSTqG7ggxihUBLCkJqm/+HclkMpn3PVnvXFGBrHey3sl6590k250rKpDtTrY72e5kMpnMY+bpmGC+j1NBAWyLmi3GfcqYDWl7BxuRsKlmTsXC/SFep+FbjxqCdf8Y5MLvt1rvkcrp+DTBZgvnKg7EGKqqImjL0dFtKis4IxSMKxOs7h1Q7t9gUs0YaujWEefv0tQ7LP0JdbvETPaxZUPrI0YCrmowzS7OrNChpZhdp2zmYCLGGARHFMW4iunus6yO7mLaFtPcZH18QCmJGC3d8i7lZI0zEdq7FGVN5y2lqzFVgWmmFNUMBo/xx6TUEeYvEnSgPbhF0a/YefHr6dThrKXtF8yqGYsw0C1v01TNuOKzBvziFaTsKIhoNcdrZHX0Cl13zDMv/mSaSU3nK9bHK4Z+yV6d6P2Adj0Yod6dYkhYheSVFBOoUBUFISTEVTgKht4zhIgpys1TDop1jqRKWVi83hvzZcVxVWHj4JlnnmPZrlmvluzszKnKmqrawathPXT068SkGFc3PlmtKa2jGwaqshy95KrjubeWqi4pK0cIEU0CaiiLgpDC+DWxgoxrjCAyet9TGu8akiaMFVKIFIUdbyiSYqygammqCmuFlAKTaYNMKvq2x4hBKVAdV1JGEkkirhKqWYktheUiAI5mvkcKPUNYM5vXgMN7Pz4Zkh3rmUwmcwVZ75yVy3on652sd54Q2e6clct2J9udbHcymUzmsfF0TTBfGQ6lF7xy94uX0bBv+9nPisvD6p2LFsOplDj//Xa85Y9a9lS+bJ4JIF3o+eI4kLN/4FSknao6sSSxGPbZ2akJ3RFCIAyR0lnScMLdN+5y84UvJ2mFxoHQtnR7BTE4hsPPUVQzrC3xaaBKNdbWxLACEqXUmLLCuorF8hAbA04EnyJBDc42VJMZJ699AmbXMNWE7uTzlM0e/VqJ7R1sYRE7IbgdKpMwFBws7qDdq+w8/xHSauBILdodUc4PMFIx2/kyDl7+QWZEGCB2a6QoSJqw9OBbjF/Se0VVsb6lX79KMZnRYnF1wqaI6VcUvqXF8vyHvpJbJ69g+kNmRcWagehXFE2F6MDRwV0KsRR2gi0rlFEUGzF4vwlV6oYxnxcQYiQMHiMOJdF3h7hSmDYO9TV96yntNabNhIPDBSkarl97Buum7F8ree3OIdbOSRpYrFdj/jcRrCvYn84wIoQUSClirENEsEYwxgFjv6RRUET1gOAKQ1ILKvSDP/skpU0InyYlyZgLrK4KyrLAOst67RE33hwkTcQUscaQxIAaxDrikNAhomWkmhTUtQW35M7tf00arqGDx6/uMazWKEJRFRhxiFFI2aueyWQyF8h654ysd7LeyXrnCZHtzhnZ7mS7k+1OJpPJPH6emgnmM2FwVXiUXL1kw+nqwOfZtQQ2K/uel9lsf0D90eW3JX7exEY/SljXld56PW/6si4zF7aeFT97lTZ7xzEqafP0gBiLisHQYVyEsiAMQlXtUJc10RcYAovDAyxgkjIAxq/Yqfc5OFqgy3u0yyPq2Zz14ph2OOFaOMZKg1iDxICmQPIRm3qIa5yt8X4gScQWU9ykYXXnJ3DNjBBA29dxxU1CrCnsmmbnGUIxYbU8wPQDZT1ndfQGizd+grTumUwm2ABxdZe1Trnx4kfZf+kr0XiH1EVCs0J9ydLfoT18jdD1LO6+xs7unJ3da9x57RgkUIhg4hhiNN19nmFY0reHGFOAlGANRd3QBo+tLHoS6dsFdXkdZ0tEE0jaLOiQmEynBJ8YfGDoBqwRCmtYrJYMPuCMBcCVijXgqDDJMfTHDEPguReeo2sHVquO2prNCsM1r987oa4rjBEqFzHWI8gYurVY0fU95cbT3Q8D/jggBnZ35zSNwxhBJDGdVXgfkFgCkJISWo8fAiKWoijOFqA4/Vw6ZxGBlBIxBpRIURpC7Il9wJUF1joEhzWOGIUYl0QfkOQpqoKyrDAaGcIaF5Rle0QalOR7QgDrIEaPKYSmqVBrMDaLn0wmk4Gsd7LeyXon650nT7Y72e5ku5PtTiaTybzbPHUTzLoJTdrO96WnCkEfIDwuea11u64qIua8/S1RIpu2L9feHs+bjfdh+85+n+UlG19cVfNCLjO4MKZzcaeIjjmeFBAxGOsYVidMqoYhjCsaD6HFFoFkPTFGnK1ojz5NZebUuzXD4hZSlMxvfJzFyStUzpB8ommmnJy8Qu8VM32Rdd/RiCElQ+VK/HpBGlaYqsRYQwgdztbY5gWkvEfXLantDrH3WOmwxmGsRYhIPGGyUxMOjqjmN4nDQGE6yv05aVigxZRZXTO4awz96xRVzfEbP46rnsOvj6nqPRID/bBiUu8w25vT+yXDMHqJ+7CmcAP96gBlwBUNQ+w4ufsZynpGr54ogYNFy/68Rm3N3s6zGFGOTzoqNyHFDoC6KcFHUoS+C3SrlqauSSkQQo+zQtd56qZhNpswpENIDSkKhRvFSErKdFby8mffYN2uaOZTJk3JwdE9JpOCfrmm6w7puhP6YcAaS1XVTOZT1qsVy/WKqixAhN4nCmfo+oFEoHCOlAJKAElUdUU/9BgRppMJJ36Bcw5jLDFExEFRFJjNisghDpx63A0GZ4UYlRADySs+TrBiQAqMUdp2wCaw1kAUwqCUzlHb8UmAYidgkqVbFRyFQEwJVYMVwYpgUhrby2QymUzWO1nvZL2T9c4TJ9udbHey3cl2J5PJZN5tnpoJ5pHTRShGH/KpqVTdCJQrFMOplBDkzON8vud+gXJfCNXZwhay+V/OxMd2nUddaOKygBlHIttK5myM5gEi6DJnnncZPbly6qUXQ1HW4Cu87zEMiO9R3wM1zgi9GlQDpt5jWN6j8AEfeu4eH3Pt5jP4ap8ydoitWXtDQUkqG7r1ETde+HLW6zu4kLCzOZ4Sv/YgJyTnMCkwXlUbhvoahT2g9x2zneuo71j4I8pQEGIA37NatEi7IqaB2kbs7BlMtPSLYybzGXcXt7lx/SXuHnya6eQ6J4sFL0yfwxIoTEsblN2bX8J8Zw/CwK7MUb9C9wJN8Tzz/X1293aoCkfrPT/4/T/I8a1DXLuk0xOG9SGTQihRunWPD57d+S7HJ7cJQQhx9FjHJHRtZL1eozrmEUuSKEtLUThc5bBWgIRPAzFW+BBQ9WPeNIGb166j6mj7nmljeOHF51muPZ/+zMucrFv66LFOCCmiAZKLiFGUSEiBGBNt53HWggXjDMOwQtWhrsQ5xxAHrIU4KGnwlK7EuRJf1/T9QFU4HIKpDWVdImLo2oHQCcbZUbzGiJCIAcQUxOjxPuCKCSkMtO0RTg3WGVQiKSaKIoBaUgJNAa+KjR3GOpITxCnWleONirWk0G/lt8tkMplM1jtXk/VO1jtZ77ybZLtzFdnuZLuT7U4mk8k8Hp6eCeazqzmc+tdPvcpnjunt4hcEzHnpC6sgn+kNuVDv3Hs9Fri88KrI/astP0rI1gO3X2H0HyR5rhJOyNk/4/k4E2EgGOr6GSSuWPvXWbeHhH5N0ilJR/nYmxqlQlOJNSuq5hrtULFY3WNWlKMAlJ6T4R7z3ZtgekorTAvHUViiZcOknjMtCxbLFVMxDOsTxE3wMRALR3XzJv7lI1wfWaUWh6ddHOPmu8TFHSZmRm0ajg+/gC9aPvz8VyDT66y6e1R1yXxyDSMWEw54YX/CvJrzwuQr2duf0TzzYXZ3dimcZW9vj3pSUdSGujZUlTB1FluUpKpCEAzKkAI//Wf9NP76n///8ulPf5rK1FTWIl6IPuLEQF1x3K7oB0+MieVyhbWWqppweHi0Oc9KVThQxTKG+HVDT1EXWOdG4aKKNYYYBCeWvZ1dXnrpJV55+RZD6Lh+fZed3X1+9Id/nMVqTe89Yg2aFA0RZBT6w9CDCPPZnJO4IEYlxkAzKambhjD4cUXj2JNSICYlDCAmgELve6wtcLVj2S2ZlhMm9QRx4zeo6wdcYZiYmhgCMSRSjKCRsqwZgiGFhB8Sw2qBahzziemYH81YxahSVwb1m5WTBXzssAYqYynxOAdVJWAU73rq0mDMo0j8TCaT+QCQ9c6FelnvZL2T9c4TINudC/Wy3cl2J9udTCaTefw8NRPMo/jYhCedXfyFjf/7EVq4JFS2pMUDRcwY/7StK+5v9XJI1dsI6doWMZc9+9yviS72y0VhNp6N0at7hlFi8BhR6nrKIIZ126LDkuRb0s7zzKqGZBK+3mdSK2VpWR0f45uAU4fDUJua3Z3r3Dr+caY4lkcv0y+X2J0J6gd6VyF6QDEsMdUO7TBQSIShI64HdnZf5FDvYsKaaeXptUecYW+SmNc15XRCY69z46UP8aEbH2e6f5OUjnHVV7K3+yxV3VDWgcmsoXBTXGGxpUdsjYFx8QUxkNKY60wTjgQe8BEWS0LXYtoedqbUL9zkm7/lm/lr3/nX+MIP/AjxeIk3icnOBFsWFMbgU0fdNPTdQFGUGGOw1pLCmGPOWItBSCmyWi6Z7kwJwWMLy3wyYbVe0686yrKkqScUrsbZ8W+0WB6xv7/DRz7yJdy+fcC9wyN8UjAG6ywxeiwCdhTjwzBgjKUuhaIomE5L+r6lmYwrPPehJ0UlpYAx4/dDo8FVoJoQI4hR6rpk1+6QNJFMgpjo+x5VpSxLjFgkKX6IaDKYMhHCQFVN2b+2T/DK8qRFkhCSgLGoBjQoTgwmjncLKSWMhQmGSuy4erY0OONJgyIugoFoSmLa+rxmMu8jrl27xrVr1wA4ODjg4ODgizyizNNO1jsP6Jesdx5V7xzcThycGEzn2b+ReDHrnax33oRsdx7QL9nuPLrducPByRGmG9i/cS3bnWx3Mpl3nf26Zreq0KQcDQPHfffFHlLmTXhqJpjHQKazmCTg1Lt99cITsBEHetGj/iCxc1m4jN1cqvQQHp4L7OwVZ8FkMoacPaju2bMAcsmLfrlP1fOlNTZPBYiMudNUFU1pzJ0mid6vGfoV61XL3mxK8i3des3uvjB75sO09Rx/59PYekqKPU1dElCGxV3K3ReY7T2LsZYCwa+PSKFj6gpCd8xw77OU1z9Es3ONo4Pb7MxraklooezuT9l7fk4lkcn04wgt13ZKJpOGabNLNZ9QN1OkLimsQl1RYlFjcKIYFEPEYsbFI7wiqYcYiUuQ9gBtV+jyhHR8hB6dIMs1ulzSrZawPKE4WVGfrNE4EAeIH/8Yu7/xl2M+9Dy/7td9C9++/NPc/ZcHNKVj3a4wBnau3eBk1VNXNYIhxkRKiRACADGOqwIPcRQa8505IXmGrgNV0nQOmzoxREJItKuO+XzO3Tt3qeuKF154nsWi5c7dA0JSyqpi2a7x7UBdFohYoiopjcKlKApSSlSlYzKtUTwhBHx/TD8ESIp1Qpns+PkxQmmEmDxWLNZZFKjLCu89q9UCjUJZFiiRrmupqwZrLF4TzmyeGnBCjAODN9R1zY1qxp1b94gxUhQGdMwHVhiBIRE0EZMilcWZEkxJb4SXvvyrOTp5lfXRLcoYMAlWwZNiFj6Z9w7GGD760Y9irb2w/Ru+4Rv4hm/4hgvbvuZrvoav+ZqvAeB7vud7+OZv/mZeffXVJzbWzHuRrHeu7PMDrnf8ieGVu4bU9ehqSVqckI5P+L4fe5bv++xL6DCQ+o7U9nziCxWfuHUDgJ/x1Qv+1J+4xbMfu5n1TtY7DyHbnSv7/MDbHeWVu58ldetLdufH+b7PfvaS3XmZT9x6A4Cf8dVfxZ/6E3/s/8/ef8dbclVn/vB3h0on3Ng5dyuCJEACCQkwNo4Ym8HjAB6/2GbAAplkg2BwmpFtPBiTGYwwIoNJMjj9Bhwx4LERSRISCKVW6JxuPKnCTu8fdW4ntSKSult9Hn2u+t46dar2qfCcp56111qsPP30Ee+MeGeEER4UpBCsb7Xr5BPvwNdZNReuXceTly0nmAppS5LKcf7kFGdMT+OqwNcrwyu/8VX25v3j/RFGuA+cOAZzEMMv9qGQCGL4y32IHjikNQ4XEYdHr5eEzlH/AocyqsQ964Edve694dAqYWkgRy27/5kB91t77Ig0sIO7qSEF1tepPJ4IqdtEsUYIKIsOUWTo9xYp9+2g0cgIkUS6WjBZeujQpPAKHU9g/YBysQtugkrkNIVG5gu0xsbo9fYhdYyaWE2cZdiig4wabFoV8RNPOZ1oPEJqRRwikAKkI/IKQkzsKoRweBy+9LCwiMxzwqCP75WoxRzbnyP0OriFAtVZgM4sIi+QA0806COqEgY5oahQKHQUD49wIAiIvKfUjiYBLzRceyuu+3mar/g57MYtvOhll6JjzU3f/TYieIw3DAY5/c6AZjsjhECSJJRliXOWOI4w1hDFGisscZqAlmQqQ0qBdwHhAomM6LkB3lcoGWGFR4g+/X6PRqtJCIG5+XmyLKPZamJcneoVhmLHG0uQijiKcK4WNoQ6qt/tLOC8RSFJ04ixsQxTWvKBoSgMSkmk8JigSOMEKQQySIrCYILDWUckNF5KggM/vDekVORVTggBKSVSxAQspekjlCXNQEYRSSapKsAbtAARAmmUkaYZ/bLEOMMgNyTNDBGnpGlKKRwWj3dQWfAmYIuK4B/I7JgRRnhkIKVky5YtSHnPJijPfOYz72EaJ0nCz/zMz5AkyRHLlVLH3MYSnvGMZ/CZz3xmZDKPcN8Y6Z173+djSO/YArbt1YiyIhQ5vlehugW2P8c3b13Ot+9YB2WJzx22LBkM4Eu3r6Zy6pBzFgI+CHy4d9752g1tLn0pXHXVHsbOXjbSOyO9c2yMeOfe9/mY4h3Htr13I8qcUBT1c1a3wPbn+eatN/PtO+4a8k5/yDslX7r9FirnjuKd+ufe8LUbbuTSl76aq656F2NnnzvinRHvjHAKQwrBhvEJpK+5jxCG/B94ypq1XDi9ClUVKFOgvScl5qfXrid2FpHX/o4UmjhOUUIQkkBIh/6OcuiFLl5ofpoGH33CD/PrN36FffngeH/sEe4FJ4jBvNRYIqCG/HioIcT9iAbEUneG+m9xz7peS8uPfN8R/7ufyPn9kfY9RcuR7zn8C/qQEDq8ZJg4YiwcEoBCDFtxHLadg6/Xx0cRoeM2ejyit7DI+FiDvLMboT3G5kS6QquE3v4dUO2lJ6bwtPB5oMc8tuqgtMZHU0g3z0Taouv3kDZTZLyWwWCGZqLw1SJ2LqAihfeBs9ZN8vSLTqc5nhB35gn9LnG3InR79Io5wsIi6UJJNZgjdCtkr4/q9NF5H1UE8CW4CrwiDgGJRXgF3iC8ROAJQeFkQBEQPhCUItTJVBDqUy+CAKFInKqXSxDk9O/4LuJ9C0y/+L+jt6zmly/9Vf76o4Hv33AtysDeuRlscEgh8M6idUQUNUmSmMqWREGSpAleBowxOO8geJIoITcFg24fKTRh2BRkdm6OTRs3UpYlxlhazTb79h6grDxpmpGkMTEwyPsEKfGhnhXhvcNZTxxFdUfoAJW1RFqRxRFRpMkaEXEiMalGR5qq8OR5jnEG6xUCjURgfEEQgsrVnysA1jukkvWPlFSVpSgKQKB1RFmWqCgMBSUYWxFwIFw926AKGCFIIk0/twThkDJienqCvCiJsgyhAlVZUi7OI/OcLEiqSuCFRKoY6N7PPTTCCA8e09PTTE9PH7Gs0Whw2WWXkWXZwWX3ZhjD/ZvGDxYjk3mE+8ZI75zsemewv2J+PhD1csJgQK+Yp5rN+dw1T6bMJaGyuLwi71n++eZVGKeAcNC7eSCm8f0ZZkev+7Wb2lx6qeVD751l7PHNkd4Z6Z2jMOKdk593djM/P0PUs4RBf8g7c3zumm9R5j1CVeHygrw34J9vvgnj6lnC4UGYxg8WX7vpu1x66Sv50Hvfy9jjTxvxzoh3RniMYSLJmIjj2jD2nhACmdb86tlPQIcKUQUi62h5eM7mTaRG1f6Or/0dEUALhyKCqHGkvzMwtb+DIsQJAYkU9X1yX/7OxZnkg+c/mZdedy17ipHJfCLifg1mIcSHgZ8F9ocQzh0umwI+C2wC7gaeH0KYF/W3/buB5wAD4EUhhOvufxgBia9Tt0JdG2ypMUSd8HFI2RwrCh0O1hSTh9pWCDFM6wp1ahPHED9L37n3/tnv67gcMf7DHwbuWygdDOcfFiX393xtaZuhriUljhZPYhjLDwElUkQU4YNDp+DLHIIlziZxMkZZSygMIWrhFwfkNuAixfj02aTFDioVWJzdwarNK8l9hhMJRikqLxhvr4BWGzt/F6qcRXhP0ljFsrbghy9YzcRkg+TuW+Cqz5Lt2I73Bl16ImuRIqCFGn6OBIIB6RDSEEKDIC1CWiIkBIkPDhEsITiE18OzXqGdro+RACclYfiFLkR9zQgR8Cikl7WgkNRNEpyguG0X9r0fI3npf2X56Wfwwhf9Bl/822lu+ObX2Nvt0sxq0tRKIQVYb+n2BuhI4Dx4LEpGlNbigyNIhcUSEOSFYWysgekNKMuCWCmWLV/GnXfcyYYNG1EqotPZA1ohKmikMcY6Go2UsjJ1Gp4GXxicdTTa48RRRK/fwxnD+Pg4Y+NNjCmIIlUfH+FoNBVxrMiaCfOzHfK+oermRFrhnKM0hkBASU0kFSE44iSGIAkBTDB1fTIlUbEglgqPQ6gUpZK60YSoP38IktLFaK3qNDMX8LlFKzCmQ5qmeNfFlBZLhreOSCY4nxNFGqFBN1YiZxfu45445v31KPDOCCcz1q9fz2c/+1kuvPDCe7ym9fGNnT7jGc/g6quv5gUveAE7d+48rmMZ4YFjpHceyGuntt6Z//5+Ln3FSq7fOnbYbL/6vDgvjzg2Rx3F+zhODwcE13x/khdfFnjfe+5m+bnTI70z0juHYcQ793jtpOKda7n0Fa/m+q23HTHLOMBxr717zfdv5sWXvZz3vefNLD/3iSPeGfHOCI8RrMoaXPXEp3NJmhGCQZWBYG3dcFJFgKAuUD70dzqLh/k7jogAyLo8TSgfNn8nc4JnRmN88Nyn8pLvfZ29RX4cj9IIx8IDmbb1UeDZRy37HeBLIYQzgC8N/wb4aeCM4c9Lgfc9kEEsyRfrLIN+j+7CDLZahFAiCYd95S+ldgUQfvjKMCov64i1RNYRj+GGRagF/6EOyIfFtsXSQahfF6JOmalrb8nD3lVv+YgHhDDczpJ6Gka5D6WbCYQYbkMc6+ewD3/UMu99LeICCCEP2/OhqHzwhyI8IeT4YNFRQpK2qQoHRCTZFEE2cEVB5TpoWdCvDInO8HaRfXtvgGQZadomuIrOwg7QDXScgLd4UharEi8ENprAFF1sZy/j0vGsH3oK08vHiffvxn3oc2S33o7uLRAVBbENxAFU8IBBiAohSoQsEVhkcKjgiEJAO4mwEuEFKihCkARivASnJF5JnA4EVX92jST2kiiIunFDgBA0AlWLYuEROJT3SOeIfSDZdhfRez9HdNOdJJPj/Mwv/TJnPuNixuKMllAoAnEUkSQxUaRIkhipFM47TJETKkuwFkGd9qRVRFFU5FVFkIqyspSlYWxijNmZGeI4Io4S9uzZV3cQDh5jDcZarDWkSVzX6gp+OJMg0Egz4iiqm0MgaLdaREpB8GRJjJISa1x9XQiL1B5rKozxOCGxgJcCEWtkrEFqhIoJMsE7QZ7XaXDWeoKvZ3ROTIyRJBGeEuvKejpLqKP23ivGxiZZtWYdqzedS3N6A63J1XiZUnpJLy8p85KqKDFlSuWnaE2dw9rTf5iJNRczufFpTK6/kMbkFnqlpO7g/KDwUR5h3hnh5MX69eu5+uqrueSSS9Ba3+PnRMDTnvY0rr76atatW/eg3zs5Ofmwzqoe4QHjo4z0zkjv3Ivembm74KWvWsW3bhnDWoF1sv7xEjes13l8Ifj6rVO89OUbOHDt4oPWO0We4qsw0juPQb0z4p2TmXdu46Wv+i2+dcv3sdZinat/vD/u5vISvn7rLbz05a/nwLU3PQTeGeBHz1mPSd4Z4eTF6kaL953/Q/ywjMmKHpmxNIOkIRWxgOPv78APZwkfPeeprEmy+/k094Q63nLtMY77ZaMQwr8Dc0ctfh7wseHvHwN+7rDlHw81vg5MCCFW398+xFBWEMforEHVnefAtu+yZ/v19Od3gB+gAxAigtAIAlI4EAEV6rQZKxxOBCIniDy1MBKgwlDUBFC+juCDW4rFIxAoDxJPkJZQVxsfChqPCKJ+z0Fh4+vSVwybP4mKIIffGTAk+Hq7MtRCjCN+Dh5ZgqjrBwch8aIes3MVbvglK4Ssb6olgbckqILAGwOmQtoKXw1wVYXwEXhFq91CyEAgkLYmUWkLhUfpNlI2SNJx4qmVjK04l2pxOzLKqKRlsO92TH8O4xYRTiCpaESesjND8IJoagNT4xk/fsFq1q1skS30cB/5FO2bv4/2FolGe4mQ9TFSQqHQqBDV3YhRtRD1MUL4oXiUBBHwQKErpAflBToIlJdI/MFzGGTdsCIogRf1fAyErsWhECDr2lgyaLzUIFV9zoMk3b0d8YGPMfat75A2Iv7rz7+An/y5n4dGi+BKIi0w3pIlEQ0VEZxAqwRtA74KTIxNEakYrSK8Byk0iU5QCJQXNJOYjevX0ut32bRpE/PzixACaRIRnMNZS2UNgyLHGENwDikkzSxjvN2i2cjwvk4Ri5OYKIoIXtBZ6NPvlRgTMKWnHHiEbSB8xmBQYa0hloJ2MyZrwvi0pj2pSZoKoTVR1gKd4ILA4ZFa0GynpFktvKwxeKNwVd01OrgeShsqW5E7i2hqpjefw9T68+hWhqKC3HkMiipIejYwKCxFAbM7tzJz21cZdPeSrttEObYena5gvLUcW5n7o4Ej8GjwzggnJ5RSXH755Vx88cXHeyj3i0suueQhmczT09MnjFF+KmGkd0Z65970Tjw/4P3/q8M3v9/m+BvJ9wXBt7Yu42WvXkn//+14UHqHcgpfyZHeeQzqnRHvnKy80+X9/+sP+eb3b3pgF9NxxLe23s7LXv0q+v/vaw+Sd0bPWY9V3hnh5IQEfmPTGfwY4oT3d36okXLVE57C6gdpMmspTmgld7LjoT7Brgwh7Bn+vhdYOfx9LbDjsPV2Dpft4T7gBDgpUMIhdMTU2vMwJmd+/g7u3vp12mNt1q46j7i9BkOEIMYHkDIgQkD6BC0KhKww2g9lVB3pcEoOU8Hq2r1Lomcp4g0OR4xTJQGNQiJCQlA5BDmUGgEw9TNFrW5YSq0KIa5vLEK9XvAEUU/3r2PuAXwEDIPuByt9Lc0nGI4lBII1BFOhpEYEB0IOkwvkwVEspQwI4XDO1ClDwuOlxUqPFTkuVMSZorOwj2Y6jQsF/d4MKQVBNim8Ybx9GhaFy5cRKoOSnqrYgdvVZerxP0VrehNicTc+bSPlBOlYi1Zk+eELn8zaszbR6MxjP/Fxmjd8B+n9kiQ7NHNBHOo4fehhTBCCJ8CSbKxT9YbR5biIhz1H6nQ7GTzCa5w8cisHt3qMlLxDTUnEwUYkgkDsNGL3HPlHPk3DFOgLL+SXnvffyLTii1/8O4qqQJtAXlQoYCzROBWTpwnCeMqqBOoGDtZ6ysrijKXdtrRbKWPtBq1Gg+nJKRbmO2zbtp12u4W1hiSt675672kkKUorjLE469A6oqoqKlORJILKVFRVBZVHKUGSJoQgcUPhI5RACIOUkizTNJsTiKCJIk1pSnDQiGNUsBS5xdsuUQxBCpSWSC1ASZx1mKrCO48rLWmaEKcaIQWlMZjcoGKBTFLStE/qY/pJm0HmUGiCiIf1zRSD/gxGFKRxg8rkTIwtQ4iEiB7FwBG0Rg2bMv6AeFh5Z4STD0opLrvsMl72spcd76E8YCyZzJdddhnf+9738A9gxtHWrVsfhZGN8AAx0junuN5JFhf5yJv38/F/O597KpETEYJv3rWSX38dvOMPd7H5R9c8QL0zhzCM9M5jUO+MeOdk5J05PvLmN/Lxf/uXh3QBHQ988667+PXXvY53/OEfsPlHf3L0nHWK884IJx8kgl9bt5GXT69A2nBS+DvPSsb56DlP4TV3fI9bOgsPqM586e5/nREeOn7gHNwQhlfPg4QQ4qVCiG8LIb5d9OaRXqJsjAwRQQpkljC5fAubN/8Q+7bdzfXX/j2D/i6Cl3g8QXpcACf6CLNA6A/wRSAIjSdChBgZNAGFGEbhgxB1owCphsKkTv/yErzQgEAFg8IQggQRkKIEIsJSxFyoWoYIg8AhkcjAQWkihvKqvhUlCDUUKofX/aqj7HWzOlkniYWALQuCqQiu3vbSmMUwwiPF8AYXAaUkzhmKckBedhHlADXo0dItbEgpfAv8GPniNtJkkkxGJDKhPbWSCjBVnxAWEJlGtVezfM1F6PZ6fGcG1S1QyThFuYhzBY1GRqoNlzxpM2eecQZJWVFd/Xc0/uNG4qJChnCQdA4SQAjIcBj1DFPTpKwbICyt6wGLoBTQVTFGa6wGq8Dp+rwcEqlHXD/3fk3W1+XBcQjqdCXhHfHsXuRH/gr9/76BTuGn/uvP89zn/jKJSohkfR6ckNhYIjQkQVBVOdYa/DASXVUGrTU+QF6UtDLNmlXLcMawft169u3dj9aaKIoZHx+nkTXJ0ow0TsD7uktwHLF8aoqxZoMsTdFKYqqcECxJIkmTiOmpScZaLbTSeAdaRkQyQgRBpDXTU+OsWjnF1HSLOFFUZcmgX+BtINKKOPK02pIkkySZJmsmpI2ErJExNj5Os91CRxqtFHEsSSJZX5VBgYNgDN4MGHR20e/dwuTKZUytPZtSJlRKIdJ6NoDSCVoqpPQIKUHFjE9OMzGxgihqMLP/DoK3D5Yi7hMPB+88rAMa4RHHkrn8tre9jTRNj/dwHhQuueQSrrnmGl72speNSl+cxBjpnVNP70SF5SPvGHDFpy+gdNHDcBU9WhB8e9tKfuqyJ3H1hxQyliO9cwrrnRHvnGy8U/KRd7yDKz79SUr38F5PjzS+ve0ufuqyl3P1hz6IjMOId05h3nlYBzTCIw6J4IXrtvDW9efStv6k8Xekd1zSzvjni57Fr5x5bj3reYTjioc6g3mfEGJ1CGHPMEVi/3D5LmD9YeutGy67B0IIVwFXAUyuWh9CZx++MUYRukjryJJprHP0iwWmWlPMzNzJXd//GivWLaB1RGtsHUJrduz8Ot29u1m76WLGV25BBkt9Wcv6gsfXdV+GaVKECBEshHKYjaURcoDwETo4ZGUpihlElrHQOcBYmhI3VxOCJQiJECn13H83jKIohPDDfQHDruAiDOshBVGve5Cjl6Lqw+jM8HcpFVEUMcgHSKXqWW6qbqYRhjXLgliK88vh+gmyKSjn92NEDyckic/RpiDWgTyu8H6SosqJRZ9UNRA6o8xz8u4iIhZMjK/EJikmOMbXPYVuf0Bv77eZOO0pVI1lKAdRI+HJF6zlcWevIa1Kqr/9Iu0v/RtpYXBSgjjyE7GU5TZsIhKEQEgBXhxkpBDC0GgJOAFlpLllMuIJ+0qUXJpt4LBSovGEUM/6W2o+EoZNSpa2dcRrHFZ7DVBB4rTHCoFFEi/Moj7+Wawb0PjhZ/LTP/NfkQo+85cfRnjQStHt9fHBkCGIIgFS4bynqhzGGcrcIKWgrAasWbGM5csmKUvPzIFZhJBMTExgrWP//hn6+YB2u42UoKQgGI93HiUkjUazbnLhLM5LGo2UVquFUgopJXme44NB6Yg0TSirijjWaC3RWuCMxVhHURZIJdBSIkRAa0VIFMYUKB3TiCOUqmeA5IM+UigEgjhKMLZuEuKCZ5AXWCPxQaAjSRpJtF8kRzC1ch1h4Nm0aiVFp2Ru750Y+gTVJI0iFH2UTlmYX+TAzC5ayQTzRR8VNOHhqRP3sPKOOPQ0MsIJDqUUv/mbv8nb3vY2kiQ53sN5SGg0GrzjHe8A4KqrrsI5d5xHNMIDxEjvnKJ6JyoNH3tXxR9+5Cwqqzj5IMhLxe+9eRnW7+ZXLo1HeucU1Tsj3jmZeKfgY+96N3/4kQ9Q2ZPLXF5CXpb83pv/FOsrfuXSl4145xTlndFz1skDKQS/svEM3rJmM+Pm5PN3HJKJos/b126B4PjU7Tc/oJnMIzwyeKgG898Dvw68efjv3x22/JVCiM8ATwUWD0u1uFeURZfbvvfvnH72eezY9h1sb5ZWezlJexpvKxbnttKQBf2932X7zG0UgwHLVm8iak6zZ/cOet2c6TUXMyYUuD7OSmQ6QRAB7S2IiCAMYOpIuK9YWNhJs9kmjqcRTiFsj327b2L/ztuxtmTDpnM5sG8f27oLbFq3hsI5JldtYWxiPciUICRBKEKI8NISAB+WhAyIUMfOWRJcHOrKDKHupDksyB+ICEiiOCFKUuI0ReoIJ+qbl+DxwyQuhpF270GIiOANKkkYLOxFuQGhVFS5QUcxSmkqcnzVJ3T3kec5enwtiRZE1OMq84pQOYwJTE5Pk5x+IQu7vk1n5/WMjZ+Jkorzz13HU85cSysY7D/9E+k//AvSljgtkL5JCEV9wx+u7RDDRsd1mKv+7HU+2xJ5BA8iCOIQEDLw+HlJIhQy2INcFZs6801wiLzEEsPVWxw26Vja31HRLyEQLhCUQ3mJchqEIerOYz/1f/FFQP34M3jWc59HlLT50uevplPMs5gvIj2ESKIUGGeAuhaQEIEoqklVSs/KlctpNpr0evPMzS+gI02n28V7MNYRhMB6TzPNUFLgnUPHmihOWFjsUJYVSRLRaDZot5tEkcZ7R57ndcqY8GRpE60jAh7vPc4EnAs4Z+gbgxCCOK0Fho4EWiuUbtT7d5ZIxQgC5WBQH0Eh0bKeTSKUprIlLq+wDsrKERDoRCGUoujM4qMJynw/STzJutOeRa9TMja9muAFAsfMrrsJg/2YvEsUPHO77+IACh/D8tPOZ2Fm2wMilvvBw8o7I5wceCyYy0tI03RkMp98GOmdU1DvNJzj4++z/NFfbDhJzeVDKCvJFW9ZQ2x28YKXVSO9cwrqnRHvnCy8U/Lx9/05f/QX76GyD66m7omGsqq44i1vJzaeF7zs0hHvnIK8M8LJASkEv7L5TP50/Zlktjip/Z2JcsCfrTsTPHzqjpHJfLxwvwazEOLTwI8Ay4QQO4ErqInnaiHES4BtwPOHq38ReA6wFRgA//2BDCJ4yZ5tNyH8XvbN7SNUEYox8s4dLM7cSdKYYn52hm53ES0TpsZazO+5ixAvYPKSVrqCqfEJTHWA7du+QzOeZNWm83ASKmNANlBRQImA8jmDhb3c9f1voaIGp5/xZJSWzO27iTtuvpFiULBm7Sq+d+1nkS6hna3hwI4diGScyhpKAxPL1qLjBEEAYYkwBC8IqFqoCGDY7RIRCBxWGyzU9cNsVREnSX1DijoLJQhBkjVYule9syithzMCxMH3h+DxzqEI5HkOTpKk4wzmFhHegHfMzfSYnlxFsyXJe5IqzOIrTzWYQyhNafaStleghCCrPGZgiVptxNhKxMIaxMIuVLyDc57ydJ507irGvED/238Sff4LRIMOAXBIgnQoPxwXQyJg+DlZilSFukTaPS+umpN8QHiPooAQ8MNtBCReuYOEJjgU3RpemwcjaWG4uYM8IoapFIDTChkEUNdtq9P7IOn1cJ/7ewqX0/qpH+fin/5pplotPvfZDzHbmaUcGCoD3plh5+b6xGRJilEGITzNRkySpvQHOd3+gMVuj/mFeYyxNLImQii01sRxXc8uOEeka8HR6fXodftYa9HRBMY45ue7JElCkkYY6xBSEsUKqaiPuBye/+HkDiU1aTKMKqKpTIW1Finr1LIoihHOEbzHVA6BIIoTgg+YyhDpOr3ROzDGIqVCyID3jqIs6XVjlLLYqo8Whvbk6aSyZGLTOtafdjolEf253ci0RTGzh513XEfkK2xvAR8rHv+Ep9AeO5s7r/unB0IFh10ajzzvjHDiQynFy1/+ct761ree9ObyEpZMZiklf/EXfzEymU8gjPTOSO886dxVNJ3kU+8P/M93r6E0j42SNkUl+Z13rgG3jee/3I70zimmd0a8czLwTuBT738///Pd76Q0J7e5vISiqvidd74DnOH5L3/5iHdOMd4Z4cSHFIJfP+Nc3rRqE21TPCb8nXFjePv60/FYPnPH7SOT+Tjgfg3mEMJ/u5eXfuwY6wbgFQ96EJGm6HWZ3bFAkkjQK2mPbyJpaw4s7GPXXbcThRyhAiYU2NBg1bKVyCRifn4/IkDvwLVs33snO+68kdPWnY1ZvJNCwIrVZ9CaPgNsRFEu0p+7k7tvuY7ZffvZdPo5LBy4lX0zu1nYeTP5wiLtqbU0kgzfHeDdfmb7u5HrLmDTxouIxzajmxMQaUIwuGoBV/VwRY6Om0SNSVTcxIuIpaQCwcFgzEHREpwjeIc3Jc454kThXEXA45ytRY61VGVJmqUgI6SUddqBCAQc3e48k2NNmglUgwqrFaG1GqkEqfUoN8fe/bezcu2ZiMSAiogTRT9fZGpqBb2iQKFwpqQSHbyMWVjYRmrGkDiyZsL6tWt56lPOYFyC+ca1qKv/nrQ3ADTaGwKOoPqIg5/34HVQ18YZ1jKrxV39y8HSOUv/DwEZBNoKVGQQQuGFRAVPQFFFjtjJQzMW7lFXZ2n5oQDb8FAfLELvZCAxAiclTgW8D4igkCGg+n3Kv/kXZGFY/rM/RfqMi7Ch4sNX/jl7BvsYVAacqYlPgHN1UwipJI0sZmpqHKkitm3fxZ1372RQlKhI4oyjn+c0szbCBtI4xlpL8AEnAs5ayrKqo+ppTL8/YHx8EucCIVgGeV43V5EBVwaMDYjgqPux+jrlyhhCEGhdp155G7ClpygNpXBIqQgikOiIylQ4V8/P8GWFCNQCSQikqo+uFhqlFFqHugGGEFgLSI1yAdMbsOi2k+34BpOhoDn5ONLU0ZhsUnQnmCm7JBNTKNsnihIaU2vIwziEkqzRfFCc8GjwzggnPjZv3swf//EfP2bM5SWkacrb3/52hBC8733vG5nMJwhGemekd8Yl3PGVXVzxnsc9ZszlJZSV4nfevRFX3cmvvqrDE0Z655TROyPeORl459+54j3vpDTVgz29JzTKyvA7734PrrL86qteMeKdU4h3RjjxsSFrccXK05moCh5L/s6YMbx5w9koD5+8a2QyP9p4qCUyHlaYokfR30EwKdOrTiNrr6EIhjiJiMemac3sYLK5DkegN+jhLdx117W0xlNS2cD67Wy/qU9RGcLiAfbmFfM7biYenyQTEZUJTE+tQVYd9u34Lt3ZOyg7A2Z3J6RJSdmd58CObcQykCcJ27fP0EgM0klyk4BI0SohEgFp5ukv7GXv9luY3XMbjVTQmNjMslVbSIOloTRCK6COWFJX9yIQEEJiTIm3lhAcBIE3BpE4lABvDc5UxEkD7wzYCnyMkIo6bcgDASkh1oID+3eSaE0UpYhg6bgF9ve6tBNFkIHp6c0szuyh0W7Tao+zMLcblYzR6y1QFiVR1SdKprHRKsamNtBb3IeZ24YYzLL+cWfxw8/+EdpJA3/j9fCpj6F6M1ihkV7j0AhRf5EDiKXbf1jc/XDiqSVgfSSWaOJgwXghcCpghEDhEV6hfE0UIigS5/B1ThxCiLpmGhzcxsF0OFHX+zmUSnEo1KV9wEqB9GLY8gMCFicVPmjSQUX4wpdxZUXjF36GJ/3Qs/jvMuZ9738X0fwsrrIMyhyUQql6V96VOGuJ44ReP6fT7dEeb5O2UhD1jA4RFMY6kjjCO4d3jiSOCQSQEmMMadogayR4Fwge+r2cypREsSTNYqT0pI1sKFxKsiQiSWKcMRAcxhjw4B04C65yuNIhNahED6+9urOy1hHOebTSxLGmzIs6DcxXOFMvxweUhjiOEEKR6AQVjaOCRDcy+sbTOTDD3PyXOf3xFmcDg84Ms/Md5jozjC1bTncmsGz1BlZtfjKqvYJI59zje2OEEe4HGzdu5FOf+hQTExPHeyiPCJIk4W1vexvAyGQ+hTDSOye23tn+zV1c9r9W0RmcEPL4YUdpFL//vi1Q3cqvXB5GeucU0Tsj3jnReec/uex/vZ7OoH98L5RHCKUx/P773geV4Vcu/60R75wivDPCiY11acb7zj6XKd97TPo7EwbevuFstPd87O6t95xpPcIjhhNCQQfvIDjyapGF+btotRpkzlLuq1D5PFPTq/C+R6sBUWIo8opWkmLzCt+UYBxSLjDeiqkmUvK8QKIQRYcD275GtO9Guo0E7x29uQWEKUnjiu7sjczKbfi+YaJhaDbGcGIO0x0QNZvMLxQMun3KcBMzu24mOMnUdAvnHbNzHaKkzZo1T2dy47m0J1ZB5IExRHAglmqSMey2WTN/HCd1V828RChJLAXe1b02dTCUPqcKbTIdKJ0lqAShllIKFAiFRNKeWlHPSBh0qYoO1lgmxleQrdlCrBVFZRh0ZkmqRWQ1wNgKLUCpgNVjIDrIskMytR4fclAaLwaMNVczMZ7yYz/6TNpjbdQttyA/+DHUgUWU1ejg8aLCSYEMw5s5MGyMwcEchmHWw8GmHEufH6hrogl5sLaODPUxgrj+nMIjgwQ8Ho0QfrjpQ+R1MA4lwA/3cDDKduQ/Q6ILOOmPWE8BAo9VMVGVE/7lywjraP/Cczn/GZfwukbCxz74Pnbt2YrKIrzWOCPx1uIrgzEBGZoMSktlc6YmW1QmUFmPGW9RFA5CIGlGeO/xMhCEZ7zdxlQG61zdvARBpBVgiWKI0xShBUorXHBYX9cB0ypCIDGlQUlJHEUYYynKgHcOW5m6NpgWKKXABawLFK4kOEOsBcEphIpI4whXFjgr6DuDrTzeWLTWoAI6VSSJxJhBXWtubD1ZuoGpySadvXfi8gPsKvczsJbgFxBRm2WN1TTGN7J6zWYWFwvyvIOuOuy66z8pujMPB1WMcIpg48aNfO5zn+MpT3nK8R7KI4olk1kIwZVXXjkymU8BjPTOiat39l43y2WvWc2N25dx+KydxxpKo/j9D56JMzfxa68LI71zCuidEe+cyLxzLZe95tXcuH3b8bxEHnGUxvD7H/wAzlT82uteN+KdU4B3RjhxsTZr8MHHX8CF2RjKhMesv9MKJX+68QyCVHz8ztuGtfZHeKRxQhjMcaxYuaLNIC8oyi5zM1sxZg/GlRSFI1SBbm+GDeuXI4Ih0ZJ2u0lZ1t1lFZoQHNYapqcn6XZLAopWM0PKwMLsDvbsHDA21sJah5aKvMrJewVVzzG9ssHU8oRBPo/zEqWazOzLscbRbKWoakDRtzhX4U3G6Y//MdZsXoeVFdMrN9KcXoPSYyANBIUQDi8EXni8sGgfD2/AgFQQpxFSpHhbUuQ9MJas1SKKMtygh3YlVbDESVp3q8UNo0Ny+K8gSEU2Pk1jfArhBFV/kSIvUEJTVp7CSJK0hYpTBoMuauo0RAj4zjwKiU5bODz57HZCMsXyMY93komxhJ/5yWczMbWSxl3bKD/6UdKZOZQLyLBEAgKxNBK/VHvnyK6fh6c6hOGypfBqOLyYjhD3eIxbin4dLBZ/WJoECHwIHCoKP4yUHethUBz6JYQ6ci2G3X+XIAVEoSJ2mhAk7ivfwhaW8Rc8l3POfxIv/e3L+cCfv5Nd227HVAZ0hC4Fg6pAxIooVnQW+4igCVaiiAmuIssyvC8RQhKcI8sa9HoD5ucXcQaSOEPIGOscuLoLdxRHWGsZm2gTJYqizLGmYtAvMFVJu9kkN4YkjpEiYlBUeB+Bk/S6XVzl0FoRRRp0hJCSctDHFHUtI5UpyjKg45T+wIFogHKI4JGRwOFwGtACGUHQgqyVokRANzyNhidNAowlmChhobOP7qCPUpZGK+DQIARp1sUPBnTMLoKt6O6/G/cYS/kb4ZHDpk2b+Ku/+qvHvLm8hCRJeOtb3wowMplPAYz0zompd+a/1+clr1nJ9dvHeCyby0soreZ/fuwcvPkeL369Hemdx7jeGfHOico7N/GS17yS6x/j5vISSmv5nx/7GN54Xvz614x45zHOOyOcmFjbbPG+857MU6Im2j72/Z22lLxp4zlIF/jotttHJvOjgBPCYDaVwVvLxFgLqT2tdox1ffJun+58QXAeKT15r+7MOj/X4cC+WbJGxthYk0aaIoSg0+/h/ICy8iRJhrOKAwdm6c73iJOYkGWkEVRlj2Ya8AX0On2MN0hgYnIS7wXtsUlEu2TP7t1IDGSepKFo6QaNyVWs3nQG2bIN5NUC1cCiyzmi4IjiCOkFQgZk0DgJEgXCHSwi4wl1d+IAcZSiW5JBXqDjjMpa4jjFmQEyiQlKI6UE7PDm88O7UOBReFHHaIIURK0mC505PBVRkjE5NkG+UOKUQmar6A66rNrwFIqF/VS9HczNd8jiPhN+QLrhPPrFgPa45iefdR4r1oyR7dxH+dFP0rpzR92d04PwHiEPi1QtVVk/6t4/uo5OOHyZkIeI6vC3H/YewaFoFtSEFQ6bnRCoyezw7R5OWL5e+agRDIkNcbC5x6FKQXXFLeUDkS3Q13ybqjKk/7/nseXMs3nlq9/AR676P9x8y3cxpcMYi7OelZPjlGVOr9NDixhTeFSkIXisqYbNQuoUPa0k7fEGcRQRnGKx08cEj1SSTrdLs9EgiiOUUghgcX4ej0VHGiUlQSlCCHgbKFxFSBRF6fAeOr05tNLoJMH7QGkcHgfC4UPddVsJsK6kNA5VJigLUCGCpaESnHCUVKhYIiKJjiSxAhkMMtYokdOb24pvNoliR2UKgnFooSkGHQiQEfC2R3c2oISqG2QET2dxDz7Y++WBEUY41czlJYxM5lMHI71z4umduVsqXvLqaa7fmnIqmMtLqKzmik+eC+Z6XvS7bqR3HsN6Z8Q7JyLv3MZLXn0Z12+9/TheGY8+Kmu54pOfAGN50e9ePuKdxzDvjHDiYW1rjCuf9HSeGRzKhlPG32kpy5s3n430ng/vuGNkMj/COCEMZqU1Qgqq0lB1K4q+pT3WJNEJU+OKZqNNp7OIMwJjHPnAIIWiKHo4C2EsYEyFC4Eky9C6jmJX5QARHFoLGlmGN4HKWcAzNtakzA2qD/hAWRkO7J3Beth/YA4lJabMMXmHZTRYvn6SpN1GJ4rF/deye8eNkC1jxdonkqpJlFZ4AU4phPBIYeuULZ/gVEGdTyAR1OkD3kuMC0g0WRIDIOMEXcVgeuAjiBTgCVIhhaAO0dQ3hETiOSz6o2MmV6yiOz9Lq5EiYo1NW9CewnYPsGxqA8SeVrwJptcy0/t3fDEgKAtVj5UTa3jy+atZvW4F2cxeqr/8DNktd6GCR3mBDAIhRX1DSjG8d5dq53DM2/Rwcqh/kUsvHFxeN3W4J2H5w4vID2clHEFKR0fRhl1OA0eTzz3XP1TCZ2lFjVEeiUB6wJc0vnU9A+MY+9X/Cqdt4SW/+Sre83/exa3f+T49b2kkipUrptk3O4c1Je1WE60kZWVJogbWSQb9AUpKVBwDnkYzQsrA/FyfQVVhncBYRxbX139ZVmgV0e8NMNbXdbuMIctSorRBcA5rHVJKyqpEKYVxBY2mp9VMkCqi2yvodAq8OVQLDBWjYknWjKhcn6IoaLfHMGVBpDzWOiItUVoP08UCElHXB5MCoQSm7CB8xMKBGSpvMM6hRIItPfiAxKNFBaFCC4+tLM5RbyeTSHmMkzLCCIeh1Wrxmc985pQzl5ewZDJfdNFF/OZv/ia9Xu94D2mERwAjvXNi6R2/Z4FLX7WW6249tczlJVROc8XV53Pdjj284x2LrB3pncek3hnxzonGOzu49FUv4bpbbzoOV8PxR+UsV1z9Ka7bsY13vONtI955jPLOCCcWmlHEey96Js+oElTooHw4pfydBoG3bH4cF6xez+uu/w8GxjywAzfCg8YJYTAb4+j2u8RxhJSKhc4i/X5JFNXF951foNPronWEjmKyZhNrHLFKMc7T7+dY67DeI1VMnMTMzs5gKkOWNUgzhTEFIYC1FWXVx4yDkIrxqXEqWzHWTJFScGB2nqoAlWRMTYyRJZoktuSLOf3eHqZXO2bnUs56/E+ykPfZu/tGGnFCM1mLExon64hm5DOEL/C2AyFG6roEA6KOvCdpQt7vEmyFCIbYlqg4JUpSfNEF6hu03+8SNcaIozqKLoQfBmc8aljOXAQIXhCnE2QNS97t0RxPkbpBPL6WfHGGsreddGoL3c4c7RjWrVpDORegnCOe38aFT38SZ25aR9TtYj71tzS/8z0iF5CirrGDCHjBsJUGCBEOks5SisTR0aZDKRAcEcFaIotjZT4cXodn6W8RwsEomODw8u5ACAS5tKHDXzmMrBAIKet1D9v20msgiB04BQqBCAFZWfQNN1H6ktYLX8C6zRt59Wt/h/e+7d3cfOM3aa6IWb56Of3c4D3EkcZUFQKBtx5nHAKFdx6lIqzzKGcR2tMai4mTlG6nIhSGKJYoJbDWIIgQKGTQaJ1QmZJBv6DdaqG0RGuFcw7rDVJ5Gq2EWCdY7wgi0GylDIoBUkCaRtS1iTLazQRbDYaF9B2msEivyLKIrrN4bxDeoYNGComUml5RomMJVR8qkD7CecHAGFwIRMpjipIkEZjKUJU5URrhvMM4g6sCzlIfBz+KFI5w71BKcemll3LBBRcc76EcVyRJwvOf/3ziOOYNb3gDd9999/Ee0ggPM0Z658TRO3JxwIfeNuCGmzNORXN5CZXT/O3XVmNevZc//FPDurNGeuexpndGvHMi8U6HD73t/3DDzTcfxyvi+KNyjr/92n9iXv3b/OGf/inrzto84p3HGO+McOJACcEvr97AJaUj9sUp6+/EPvCLjXHEBRfzv2+6gZ29zkM8oiPcF8ThUYPjhSiJw5rNk7RaGSF4QDLoWUJQTC8fp9udZWxsjEFeUpQVrWaLYpBTFgZjLBrJ+OQU1loqW4IIFMUAiSKJG2RZSqfXQ6uYOIkwtqTdyg4VF3ca7xxZltJopgQZMKZEeIFWml5wRAGUC2RjK2hMnU1jYoK7t12HKCMa42vYfPYFTK46E5WN4Wyfqj9g984baTUSVqz/IVSU4oUc3iwOXMWgt4DEURWGKIqJG0289Zj+LEk2jlMx3nuS5jhSyfpWEUBYEj/1rSZDRW+QEyUZ0hX43ixVUKhsjLLfgd5+OnvvJG6MM6gcTe8ounegZF12/Vk//RM86eKnMjWwVFd/mvjL/06jBOUNgQxBdZCAlvIelkghUAf7QwjDNLNjQKr638PSHgIcTMeQS2kNHJk6IQ7yyJH1fJbWkKIOrwVxL/sd8sxBogzh8L8OrhZEIKDRAay0OALKxzjl8cozOPM81K8/h3Lteg7sW+BjH7iS+T13oLXm7t0ztdAgEGlNXpSkjTYLnQ6EUAf1lEJFChsMWkNwDu8EVSmYne2RxoGpiQnyQUGkI8qyJARPnCTkRY6xBc1Gxvh4m7GxFv1BFx8cPjgqaxCkOO8IWBCOvMhRUpMkKUpHDExdZF8rqIqcxfk+rpJkkWLLptXM9PqUgz5ZFFHkBhcUToCIHFEqsK4eM8EPU8M83kukUCghSTJQkQLliNMIITUCTa9bUuQGKjiw9wDW2hPqCV4cXqxphOMGpRSvfvWrefOb30wcx8d7OCcMvv3tb/NLv/RLI5P5B0QI4YTinZHeOTH0znjf88G3dnnjx86gcup4XQ4nGAIXnN3ng1fuYvlZzZHeeQzpnRHvnCi8Y/jgW/83b/zYh4czvUcAuODss/ngle9i+VnnjHjnMcQ7o+esEwNSCH59w2beuOEMJpwe+TtDf+c/vOZlX/9ndva793MER7gvHOs564QwmOMkDqs2TCNlTFlWrFo9hfWBubkOiIpYRSRJSlUZEAEpBd5C0S/RKqY0FUIonPPoSLJi5TSIQG+xT79fIkR9D0SxJIojoihGKcn0sgmk8Az6jigStMdS4lQjlMRah0LgrWW+M2D2QBfvJI2WIsvaDAYDpAJvJpBqjLHlGe3p5Sxbtpb5xf3s2rGbhYX9nH3W0znrwp8mydqgk7qel6ijKKYqMGVBUZT4/jyt8TY6nWLQPUCStDFS0m62KKsKHcdIFeERB2vNyCEJODvAlDlRHNNfOIAbLGBFhFAxrr+AD0A5g0SiognMYJZy5k6accRFlzyNZ/7oxbS9ofqbvyP74r8iy4KGAysVwscIUQ1v0ppspK8JiIOpEwKOIA5xZKRKyIPkgxAsKbiDEbFwJIEcHeViKFCPxPC9UgzT4Q7t82A07bDL/dB1fuS/9afygK6Fqag7Eocg8MOhe6HxmzdiX/zzuLWbmVtc5HOf/hg3fuc77Ns7g1cK7yy6zsqjMgakpCgKwGGEJ2tOE0JMUfTRyiBxdBb7DPqGWMPKlSswVYUxljzPSZIIpRV5McBag1KKsXaLJInww5pixlQYW1EZQRCWOJXoCNI0wVQWUzmk0BgcWIWpKuJE1TNZFgpcZVm5YgKJptfvEScZvYGh062bZ6QJBJdTWIkXFpQlihS2CjgT6tkcSUzaikA4klShI0UIAkmEqWButkNVwOL8LG4kfEY4CiNz+b5x7bXX8ou/+Isjk/kHwIlmMI/0zvHXOw3n+NDbS974gU1UdmQuH4nABWd2+eB797DmrLGR3nmM6J0R75wIvFPxobe/lTd+4P1UdmQuH40LzjyTD7733aw564kj3nmM8M7oOev4QwrBr20+gzetPY3Uu5G/c5S/8+2q5Nev/crIZP4BcKznrBOiRIYQimIgaI21iFNPXpU0Gw02btjCzOwcvfk5+t0eSisajZR+Z0CkIyKd4ix4J1BK1lG/0rJv3wxaaawxaJXQaGvStL64JBFVFZhf7FGVnna7BULSHk8QylKUnl5P0GouwwnHYDBHcBpnHUVeMDaxgsqCl03irMlC1WMs2UV3MWLP7ruYWzlFFEX4Ikb6mMX5fezdeT1x2qY5sZIoHUdHbbRuEOsmtgokqaLqzdKb38vE6mmUToi0JAiFIODKAUoKxLAZRUASfMD5gBSCEBK8zQnSoWVM5TWNsfFh2oCFZAIZVjAociKhEb5PsnozTzhvAz/61AtpWSj+5V9Ivvj/kKVHO00IHk9AkkOQh+JBAQ5+XYRh7ZyDFcoYEsHBPwBBWKq1czB14VDuhDi8wM/BkNnS+oftZrjCPQrMC47YN4e9DzjU3fRIjqxXCyCG/4FDiFDnUQSHFw6JRroYRB9z512UH/ob5K/9Iq3Tt/D8F15K5T/CzML/Q6kGWkKsPSEY5nZupz3WpqpKvHfITDMYlMRRA2diRADrDN4HQnCo4QyKKNJYa4i0JI4VUkFlA41mC2Msg3yA9ylxHGF93QRDRzE2DIhiSZwJpBJ1hB2HMWWd/kKgzC3G1J29lYxIG4q+7dPPDe2mxitB31lMktBMp7GVwStDIgPeW4oAQSikTEkiSW4KnC8QSmC9QMs6TS3IgAoKnMcOKjAe40b6YoR7YmQu3z+e/OQn87nPfW5kMj+GMNI7x1fvZEZy1Xstb/zAZip7L7NjTmkIrrutzYt/Ez74ngOseOL0SO88BvTOiHeON+8ErnrvO0fm8n3guttu48W/+Wo++J4rWfHEJ4545zHAOyMcXygh+LUzz+GPV5xO6i3aiZG/c5S/c1EU84ELf5SXfuvf2DEymR82nBAGsw8eETRCtViz5QL27b+F3p7tZNEApzVKZ4DD+Zxeb4C3EVoroqxuQBe5MbwvkKXC2IrgE5TOaI0bvLNUxiCkRKIIJpDnBVEExpYUVcaKZRJvDfvnc1xQtNvLCAj2z3ewDoq+Y5DHhFBwYN8+4rRBlMY04nFsopmfn8ObiOAVbqK+KUzoga/oze1m520D2u0VNLacS7AFrhEQxCilkdLhTSCJ23S6uyj682Tt5ZDvQeixumOms3WLWiQESZ154DC2RMURMlSkStKvcqpBTtaexHkLcUw2vg6rHKKSJNaggyNqTrJh1Vp+9KlPRCeS4itfIvqbL5P1+1TaEnlJELJOkxACGeRBkgihTqUQHCITcbDgDoe4ZXjjH+KqJaYQCKnqKNgSy8hwcNtHpj3UKQ8iHOSlwzIfDu2/Tsc4/H1LQzjUdfRQRaGa9JZIVABe1GkcdSDN44UgCE0g4EWFF4K0CoTtd9H/2KcZf8EvI88+nV/59RfTWLacm+5YRFrP/N7bcUWXJG2iFLSaY5RVTp6XSNWj01vAhYCOIoJ3qEijY0NZlfT7PdrNBjKAM5ZKCNJmTKvVQkYeUSmqIuADDAYlIVi0FigR6hpgEowzVANHqCCJPRqLKesuw8E7RHC4KsI5Bz6QZhpEQLtAmmQUhaEyloZQqEgjmzFx5VDeoeMUgycYT7D1w4rUCThJMTA0Q8BnEa4pSYUCo7C5QKCIpSM/uhjTCKc0lFJccsklXHHFFSNz+X4wMpkfWxjpneOnd0Sk+frn7+ItV50/MpfvE4LvbG3z0ld4Pv6OA0xcMDnSOye53hnxzvHkHfj65z/FW666amQu3w++s/V2XvqK3+Tj73gvExdcMOKdk5x3Rjh+UELwpOkV/N7yM5moipG/cx/+ztNTzV9c9Ewu+8a/s2MwMpkfDpwQJTKiOAkr164na04ytfYcRKsBCBb33kwxdyvWVKTxMpxzlFWXsjTEcQTC0G63cD5QlSUiNNBxgpARk1OTJEmBt4ZQSOYWZ1nozTMxPkYry2i3m1TBglZoFN47ev0eHsn0stUIkTA3v8jc3AKJqoXVoN/HhZzWWER7bBxrDWVRMja9gUGvTzuNiaSicgbiJlMrz2X95vNpTK3DWcnylavwWmBlREAhQ0V/cT+NKKWqPPniHkx/hqmzn0lY2I73mipp4wcdsvYEWWsch4DgCbbCO4tSElOWeAtJHOjNz6BlHQV1Eiaa01hX4QYFoaHo9zo8cXnCJRdvZjpJ4FvfQXz4szTn5zGyRBBIjcJLRRABhEf5+u6+16+upSjSMSBEnYoAh6dOyGHUaVij57BL8MjrsU6dqAmOI9MkkMO3H4qUhaMGGYZdepcIDA6PlgEceiEMA21ieHwBggx4EbBCon0E0hKkwC1fS/Gin6U452zyQcINt+zmu9+9mVtvvh4zWKA3vwMRFvHWMzs/Q69X1lQqBEpr0iyrOxd7S5EXDLp9IqVYvWolxSDHe4/UCmQgbdRR9LoOl6IsCoL3RJEkjuquwb1ygE5iUJaqdDgTaGYRprIUgwirQt0Qw1q8MSgpCcNIudaasVQSZMT+2TkGFWjRpkoDK9euY3kjIuR7MMHTLzyDjqHKa+GFACk1QsBkCiqdolCaLC4RLmJ2EXLbw5UV3fk5rDEnlPoZpW4dP5x99tlcc801TExMHO+hnDS47rrr+IVf+IWRyfwgcaKVyBjpneOnd7Z+eR8/8/Jz6A4i7kPRjHAQgfM3LvKBd97F8oumR3rnJNY7I945nrzzVX7m5b9BdzA43pfBSYPzN57GB975Zyy/6MIR75zEvDN6zjp+OK05xj885SdYVVUjf4cH5u98u1/wqzf8OzsGvXs7IiMcAyduiQwgyRSmXKS7dwfNDY/jcc94DoszZ3L3t79Ad2YXlXFMLRsn+BbdhRxrcsqqRApN0oRWKyUfSFasXI9xkGYpzsNgMADnyFoJcWM508tXYUOD2cWCquzSbHlkcDhbYgNIAf1el15vBudlnfoS5nFlQRRSqCS+p3BSM7FsHDEW1dtfsYr21Gkc2L0bVxwg0RFojW0sJ5paTjtuUuEJ0td1YJwDl2MG85hsgjhrg11F1dmNK2YQUkNlMKJACEWSNViqVOOsIViDVoIi7yN0AsFhOrOkWUanM0dLx/Q7M9j2MgZ5gYo1ygs2TWouufB0prII8b0b4ROfpz0/SxAW5R2JlwRRpz2oAAzr3wAHu4PeY97PscjnsOjWwZN8+PpHdPo88uVDNXoOX1j/79BrfpgSMSS0pZWWWEgwJJ56xGGY+xHgCKKqNysOkVsIyMCwyH1A4InEcPaHgMgaOLAD+eHP0vxvP0d03kWc8/gNbN+1A9loEitNZgYUi326iwvk/YpICpAC6xyRFCRa4hGUlUUrkEJSlCXzC4sIoKoqskYD40pcsAihSeKIuJFgqpIQArYssWUgS1OClXgphmmMoHSMdZIgNCpOQY1RuhLjepiiixIG5wwySjBes3wiIZIR241CENOeXkU2nbFu/RnM7dnBoG+Jo4SJsdW0Wm0W52bozN0FIUdISSuO8MHibY4Qkso6ZNxgYtUKdK+iLHL6nf49r5ERTkls2bKFT33qUyNz+UHiggsu4POf//zIZD7JMdI7x0fv7PjGPi77gw0jc/lBQXD9tnFe/Nvr+eib72DVUzeN9M5JqndGvHO8eOdrXPYHbxiZyw8S12+7gxf/9mv56JvfzKqn/uiId05S3hnh+GB9o8X7z76INVUx8ncehL/zlGbMR554Mf/9O9ewIx/dTz8ITgiDGSEhRGxcvwEhG8z397L3zq3oLKW57iKmlxUszG+n29mOyUvWrzudMp9ndmYX3khmO12CByVT5vUczfEWvf6Afn8e7yucdIwnLZoqI8hxVm18IlM2Ymb3bfj+dpxz+CBwBvpFRd7PcQ6UkjSzJiKUDPIeQVSoLCFqJog0o2KcRnOc3r4ZJqc3Md9zRGMrEVqjk4hla89h2eqN6Kh+oHHWIRVopSkGOcI54hBjrac3s4d2Y5rW9EY6O79Pa/lGvDNkKZA0EUoOa90EgndoLSjzAd5W4Cqa6RR5r8J7i6t6ODVNpCJEsLTTJt2qz8apjB9+/OOYbEaoW26Dj3yO7MBeCu1QPhD7+svSCnkwE8KLgFgKTAgBIXB0SfaDWROHLTuiIHs49LqoXzyCdQSHIleHR7iO/P3IfS6lRxzeOfQI4gqH/nbCgTh8fPX+lwhOA9IBQeABG/wwraIWviI4JAojJIXSxF6Qzc7R/+T/By8bJzn9LKamJ2iOTdFfWGT3ngNUnf1URU7aTBHekaYpgUCcJBhnMdYRrEEJ6lpf1uC8JU0zpFL08wFCQt4paDfaRFpjynIpnkeSNDBVRfCqrq1XGoISCCnx3mAceKcojcP5QJa2yQcChKzTYAJARKO1goBCCcfkqtPo90vi8XEaLc2BfbfSX9iHcxVJM0OkKcjlKDdG5iTBzBGCx7FIFCUQAqIskdQdWoMqSLIG7enNLOy7+97u/hFOIWzZsoXPfe5znH/++cd7KCclLrjgAj772c/yYz/2Y/R6owj7SYmR3nnU9c7uaxf4jcs38v2dE4zM5QcLwY3bp3nxGzx/9YG7Sc7eONI7J6PeGfHOceCd6/iNy1/H93fuON5n/6TEjdu38+I3/B5/9YEPkpx97oh3TkbeGeFRx/pGiw+f+1Qu1BGFsiN/50H6Oxc3W3zgCU/jF779ZfpuVNLooeKEMJiFCIhsHN9ax/R4hOrsoVXNEWcrmVp7Bv3ePqZWrKPfXc/dd36VbnUXeMuqNZOUg5JOpxYVlV/EU1K6jEY7xdkBWkkmJ8eY39dlsRrQcoJw4FZ0nNJslsx3ewipabQiqoUc5yyDwYA0SYjiiGY7YuZACULTHtc0kybg8TqQtddiVMK8mUN2coJKMQROP+eZTC7fSHtyJQJBJJJ6Vr4FgQfhSJOYsttDRnUzCW8qBmWH5VPr6czeTWduH9IrxtIWcSvF+4BQUN88Dm8tEo9UgmrxAD4dp/KQuB7KDehWE7QaE4Siiwma1Vng6WesYGKiidxxF9UnPkV7924AUiMQQeCFwCiJ9BB5j5OeukaOOCa5LBVkP0QBh5ZxWL0dcRSpCGStdZfSF46qn3N02ZawtM5hiw8Vgw8HyejI5XCoo6kfkqQ4+G8IS8QaKKVDBYEKdcTbIfFALBQyKEotiG0gcY5KRDghUcEQdRZRMweoTjubRGlkCBSDPoN+l0F3nkYSMTaWUvQN3nsQ4J1lcnycTrdLUeR459BaoyNNZQyTU9PMHJghimJ0rPBeE8eaRiNl5sAB8B6tFMHVkfRer0dIU4x3iAiyRgSiIk0yssYYlTV0F7pUVUGUaZIkpegXeA8eiRMxeWhQlftpjS0HOaCRRegART6PxFBUEd1BiWgXROMJ4+MrSFoaWcyDMwyKAcIuEpkuJtTbjUOJyeeJx1uMrVhXzxQZ4ZTGaaedxuc+9zme9KQnHe+hnNQ47bTTRnWrT2KM9M6jq3d2f7/HS167hu9uazEylx8qBHfPtBAH5tFnbRrpnZNQ74x459HmnRt4yWtfxXe33X1cz/vJjrtn9iMO7EefJUa8cxLyzgiPLta1xviLJz6Vp4gI/Mjfeaj+zhlJQiQluAd86Ec4CicEG/mg6HY7JN0+Pl1LVTrk3m/R6Ge4ZBONyY2kScn87G4aWYIdePq9ebIUslbC2o3jmCqgVSBK0zoqQ8CrjIn2GMoFUg25C/Q6XYK/HXBUJZgKJpclWBdot8ZpNSYQQiIl5EWXhfk5sILpqTMJSQFpxPTEanbtupvt229k2bLTwMxTFC3OOv8iptdtpj29hkiPI4VFCIeXFd4HrMtBCZxzRDpFpDHdfsF41mRsciUqgn4+IJlcz+yuOxlvNfHOEQBTlqQNjQRM8BT5gGDr2mhex1S9/SSxJpET5KZPIiskEWV/gampFk970ulMrmjT2L2DwUf/ksZd25HOgxcIX6cQiCBQBLQPqBCwMhDZOsoFhxEPHEo5OAwHyeNggfeaOJYiYCy9b4lMlghMHP3Yd0Q8bJgOIY7YHsP0iKXNHIu0lqCG4a26o+mwaLw4NCpNHdFjWDNLiDpNxANIgQwpMhicqtNMvBAYDRqFURopDYPFvcztvo3tW+8EVzA1MU0SxZjSI5XGGIO1hqoy7D9wgFarxbLJZXR6XeYXukDAWke316WoSnRwNKOMKI6AUAucAEJoEIq8NHjnycuSqjI02g3Gx6fIGpKinCcET3/QR0WB8fEpXGhSVJq826FYmEcp0DFUto+JMxbn5wmmZHxyFSIcoL+QI1UO0iAkSJUwNr6SVesfT9JYx/zsHu685RpiVbJ6w5PJd99F6N+FSGBgFXl3D3E8wPuKKGsOZ5eMcKpiZC6PMEKNkd559PTOgVtyXvKKab57Z8bIXP5BIWCkd05avTPinUeTd77LS17xMr575x3H+aw/RqDUiHdOUt4Z4dHDhrFxrnzy07nIgrQjfwceur8TGXnkjkZ40DghDGYpBK1WhvIl7cjTjVNkptkz+326Czeg200iqTFlD1dZTC4INmZhzuN9weTyjChJMGWOd5o4ixn0F1iYXwTrWLZsnLQJjYkGZVmQpRIlBPsHixQl7N+ToyNFCI4QAs55lFJ1Uf3JKeJla1l/xsVE4ysRcURDw+TK29i17Ub6i3uYaLaZWLEaKyq8jAlBIGQOxHgh8cKjpCRWEd5UqDgCr8jScQZxhyRt0DWOlpDI8YgsWs2yoqK/uJPClMTeo7Ue1sYJWGOIlCJOE6rKEjWmWNi3FZU00c3lRGkb151FNcbIkoiLz1rDqpUZrQN7KD/+SZo33URWSTyeQMAKCEhiz7D+eV3/xnuBD3V9mzC84Q9GkjhEGuFgh1FxGGccHmniIGEFEZBSHNZ1lCOKtB9c/zASCks1d4aff4l6hBCHCsEP0zsOx1JhdykUQdYjDkLiBThRp0sgJNpJrAIrQTpHYh3aOYIKWOmJnaRSdcROO0GQIJzDRRBkhMBT9mfpz2xDVgssm2gRvGRutoOOBCjJ4uIizhjGx9tkWZM4Tun3c5zxhBBQSiK1wFhDIOCcw3pLlTsmWhP0+32sDSgFsY4R0uG9oREl6CAQEkxl0EpRFRV4hQue5nhEe3oNaWsd8x3HytWebneGROfoBNAVpiwZDARp7EiyNbjqLsqiT1kWRFKQJg3KqmLfzjuwJmL5upzSJpxx3o9Qdns0x2K6UQNRraZb9li3+gzmd97Jnd/7V1TYx9q05J6JNyOcKlBKcfnll4/M5RFGYKR3Hi29k+7fz5//b813t65mZC4/TJB6pHdOUr0z4p1Hi3d28+f/+0/47tbbju8Jfyxh9Jx10vLOCI8OFIJL12/h4sqO/J2Hw985NKgRHiLu12AWQnwY+Flgfwjh3OGyPwQuBQ4MV/u9EMIXh6/9LvAS6onlrw4h/NP9jkI6JtsW6fYys3uWHEVp1rOwmNBIJKkS+FJTLEJVVJjK0WylBO+pqpLZGY0SGmscU9OTxHFEpzMHGIwbMN+LabQiAjlFOaA/UDQaDRrjE8h4gBIr6HRzqmIRSUVeGSQxzWZKoMX4mjM50L2L9S0Ji132zt2OsQ1arfUEuUB30XL3jm1MFZ5UNQhVj+mVmyCusE6iRYTwFb7okBd94qxJCH3iSOKqPqE5jo5iyrwgGmvSlDGhMcXC3HayLKMyFQ2lCN4RnKsFXrDEUZvgPUhN1h6jDDFVVRGcQymJCBWXPPEcNm1YQXNxnvKTnya54XtoKzDSoYNAIfB4PA4nJW6Y2qBcTSKlFMQBEHXqQxABFQR1cfilNIlDUa1wiJUORpECHoTAI5GibpRwkFiCRwuPG9bDkcEThAQBMtTrFVGEV8NOp9YTOYfyS3kLgiACYRiTqtMphnXUBNgkJW82EFoTYoWIEkQcIeMUnSWINMU1m8hmio41otcj3L2L6u6dxL0uiJJCgfSB1EhKLVFOoIPARcMYW4iwg5J8cZaqN4cZBFQUENIjpaLT7+MDKK0RQuJcwNlAVVUsLC7iRaDZbKCTiLIoyRopSinGx9t47+jO9+rUPSHRUmOtQWnIGgnGGmxZ/+1tRW+xIgQHQSCVQnhBbroEu0izPU416LNy7RTCLoKovzyqqkukBStXLmPdaY/jzlsOkJd7oVToSGCCwHpH0Z1hPnyXJJMU0UqS1tm0p9eQ9/YxW1mWTayj3L+dqbUbOONxz6DRXM213/wsW79/C5F+cJH1R4V3RnjEsWQu/8Zv/MbxHsqjit27d7N7WILoWMjznPe85z3keQ5Ao9Hgla98Je12m/POOw+l1KM11BEOw0jvPDb0TrKwyJVvzvnkV5/AqfSUsKLVY9lkgVAKtECqCKEUUiqQgkbseMXTbqLZVvhY0+8Y/vzfzmRhX87WPZO4cI8WP0egLok40jsnpd4Z8c6jwDuzXPnmN/HJr/7bgzr/JztWtMZYNjk15B2JVPoo3kl4xdOeRbPdGvLOIn/+b//Mwr79bN2zE3d0EdajMOKdk5h3RnjEoYTgJes38+LxFWjLKePv7DIVu6uceoOSICVBKUQUIeOYXAbe/b1rGHhDEIKWUPzWlnMYyyvOGRsDYe/V3xnVxvjB8UBmMH8U+HPg40ctf2cI4W2HLxBCPB74ZeAcYA3wr0KIM0MI93mmpNCIaD2trMBVJVrFeL2PVmYZT1Zg04BMMhyK2ZmKRlOidaDsBbI4I8sm6OUD+vkiTZthO565uZK8EgxyQ7vfQYlJxpe3QKfs3WugP0mSOIzpE7UDy6fOYGbnXUhbIZstTH+AtAv08jnG9l9Pvyq54Y7rUMHRWLaJZVsuoT22jHLrf7J59RbiJOW2W2/klu9/nRWrJ6HqMKgGRHGLuAGdXbcQBpb21Dqq9jiRzggyRZoKb3OcDXgjaZtAEQJ6rEnUmkYGIJIoZ7DeooMmEiXlYA6TpNg8RzaaJI1laDS+mEf4BtmyFhedvZIzt4wz3uvQ/fxf0/jWtShvQcaIoHHSIQi4IFF1uXPkMH3AKYGXAk/AhYACHBqEBR/wUhKkwcu68k0dsZLDdAePDCCDBF93jAaJDxIVHEZaFA1ciEAUw+6ekiAtXntsUEQhortijHjL6cjTzyIsb4PS0OlT3H0X9tabyXbtJ648iBIXYnQoqAuoabwQIALuR56FfNYPI+KIkDmImrgowqkGPnaAwElFjKaSELCofEByy910/+8/kN10A4kxVELhFUhKEBmQ4GVASZAIlHS0Ww3yfofKGZwXpElC0etjSwM4Gs0GWkm896hho4jhjUMcR+hYoaOU1DqkUlhTkhd5zZ1KIEIgjRWDooeOYuIkRsaKEAmk9EgKnAHvGlSVwwVD3vc4sYeis7cWwyIQ65LSVWgdk6YpyzdewIE7biBqZnT7uwmqDT4lUT2UqrBB0orq81yVBUURmJiepNWeJBCTxtOsS8fod+YZW76KbGIK1R7nvB//OaKVy7n2nz5Ivzv/AKjm0eWdER5ZaK25/PLLeeMb30h0EqXu7d69m09+8pN89atfPWJ5o9Hgt3/7t3nqU596vwbwVVddxR/90R89qP1effXVxHHMn/zJn/Da1752ZDIfH3yUkd45qfVOq9vnz99S8WeffwLGnzz30Krpkv/29L0860JPGG+AVoS8YH77Pq78h81ct3UC5+/bAL70ufNc/lvFUO94iBq4KAaV4SOHQODU44/QOz/xmhx58y7e+M55rvzHLfe+j3qS4EjvnKR6Z8Q7jzTvLPLnb/lT/uzzV2P8ySM9V00v4789/Ud51oU/dBjv5Mxvv5sr/+HvuG7rbTh/3zNjL33uL3H5b/2P++EdfRTvvA558x288Z1v4sp//Pt738eId05q3hnhkYUSgl/bchb/a/V60uBOGn/nNlXx+d3b+er8flys6vEZT9sHXrr5DJ7RmCSz3Ke/8/7OAd763W88qOP1f3ffTSwkbzjzfC5fv5HU+2P7O6L/8J6oUxD3azCHEP5dCLHpAW7vecBnQgglcJcQYitwEXDNfb1JIFixcg15cYA4WcuyqU3cseMrpA2JNfPIEBNCSRT3WL6iibUG6SOIS4zpI8sxBr2cshDs3r6AVA4pEnC2TnPJWszljsguJ2usJE620Zndgd/fRQdBPjOLXi5oTE8wOXkWK9aex86t/4Tdt5WpyTGS5oA9c/twpokwDTaddx4bzryAoBSz89vpze4lSM3qtRvYtPkc9u7eyr984Uq0KVg2Nk5ucrK0zdr15xJFTaSO0ElGv9cn0pLFXo4InkhpgrMUhSWNM5rNMToz22ilZ+PjJkXRxzvQAsoykJkSZ3s4keL6XSan1rNY9YgbMc10wFmb15Niyf/lX4j/7dtkpcTIBO0kUjggYLRA+ehQZApwBJSD2EmCVARpUBasFEg8VSSQ3qKER7kMERRGC5yQSAReBkwUsEqCUvgowusYoSNkBDQUUTyOqCzprbcgXIxRkqADMRKbtZFPvhD97B+h3LQZE8WEADoErPIIb4lnDmD/+auYf/0q7QWBxCJCXW8oSE8IkiIV+NVT+C0b8CGAMBCiYUpHhMcAIEPASUPkoFICoZv4xz8OuW45C5/4e1pf/xqRL7F4ZJB4HDKACJqAxEmBk5ogUiojESJGYJkab9GjIjemjqwLhZYKLwSR0njtaTdbBCUI3tPrDEjSBCk1prQE74mkxinw3hPpCKk1IYCpLEIoIiVxocSYgJAxlfEEJymrEhUZQKNkTBzXUXvvLEJCGidEUcbKlatwjYR+K9CZ38eu2TkSlRHphKosiHQbSgOhJEklUaTw1qFEDCHghWHVqg10F2bYf2Anm047g7GxFXjpUUJw7pMupukFn//gax8ghTx6vDPCI4sXvvCFx81c3rlzJ3v27Dnma1prnvCEJ9zDwN25cyef/vSnueqqq9i6desx3/t3f/d3XHHFFbzoRS9izZo1x1zHWsu+ffse0rirquIP/uAPCCFw+eWXj0zmRxkjvXPy653Pf2iRN3/ycRh332bsI4GVrQ7Lx3pIpZE6QmiFVPWMPlM5vntHdg8Dd9VYjxf+VJcXvkSy9onLj9I7bYSf5NmXzvOudwQ+/vmMPYuNY+5bCc/K9Rr3IPWOjBroc8/g994+j8t28/6/WXOvJnMQI71zsuqdEe880rzzF7z5k3+JcY++37ay1Wb52PhhvCORSg15p+C7d2y9h4G7amycF/7Uc3nhS17K2ic++ZjPWc++9FLe9Y638vHPf5Y9iwvH3LcSkpXr1+K2bHyQvNNEn3suv/f2d+KyBu//m8/cq8k84p2Tl3dGeGTxnA1buGL12YzZCiPFo+rv7BsM2JsPhiUpBEI6ghIopYiwXGgdUUiO8Hd2GsdnD+ziY7tu4+7OsQMi/3hgJ68976n86vgqznTpMf2dXhzY7fKHdMyq4HnzbddjZczlqzaSYo7h75w6mW+PFH6QGsyvFEL8GvBt4PIQwjywFvj6YevsHC6770FEEicLctdBmlnsgUXKbgeppugM9iJm52gkk5SmxFnLylVjFH1Lq52QJE2kSinKPtYqIp2R532SLCJuNvA+0Bo/g165m5mZGWJtCL6PDxW58TSSiI2bH088sYYDs3eTd2bQa/eg9TyVyjEyopyxZCJGJh4ZD7j71i+xa+ZOsuYKQt7D5nvZs/cABs++u6+j6A9wCyXjrYREeJatfzrN6VWIJCJrT1GaDnEaU4QOrhigm000HmO62GoCHSTWBYJKsMUOomCxxmBND61bVP2CJG1j8h6RtEShohwsMms92dg4RX+eqUyiRYV0Fm65mVYxQOBRvk6aADesSaMIIsILixQWLyL6jRY0GsTB42wf3YO287jIIIJBugaRjwhKkp91JmG6iWw2kFkDmTXxjQzaDVQjQaUJvpUidAMXNzENjdYKrzP8tttwb3oXCM9N5z+OFXGL9bfsInrOMyl/5BnYNEOGgJQ9pI2JvMTLQBCaMLUW8UvPg+Ur6H/y78gWd+OFIEiNkL6u+xMCaI3HYhUIX9ehU6FimBCCUwLnE7ywpFhCUDgEVgXkxATxC55DuWcP6s5bUHh8qMegvIMQ4ZGEUCGEZ9AfsGbVBuIspT9YJM/nqUJAaY0rSwSibsLgPY0sI8sykjihnw+oO6EmOONJGjHloO6I7H0dZVdKgahT65utNkU5oNvP0VphnUEIjZQJ1lWkaZPKWdJM0WxqlFJURUlZlGitkELhrMOYAQcO7Ec2HBJDv1cQtZcTfEQIEhuq4UO6w1nHYFAStVLAsLCwH5Gt4Iyzn8DcgQWuu/F6Vq5YxrIVG0AmIAxeeiQZ6578NFqfm/4BqOaR4Z0RHjm0221e9apXPShz+XBT+N5MYKgN3BtvvBHnHF/5ylf48pe/fI91br/99ns1iZctW8att95KFEVceumlCCH4H//jf/CiF72IG2+88T7HWFUVv//7v89f//Vf85WvfIVWq3WPdRYXF7n66qsfyEe+13286U1v4r/8l//C2Wef/ZC3M8LDipHeOQn0Ti9XvO9v1z4oc3llu8vqqRIhBVVpuWXP8mOWitDSc95pOSrVPGPLLn7ojAOoJENkGT5LIYnYvGKR9Wt7iKiBi4Z6J9IInTF3+26e+rzNVAZe/ctfZlI3+dQ/n8P7f3cbZzx3IzZN4V70jl6+kjf8SZ9nX3gXP/uas+gX95Tu7aTgOWffjOepD03vTLV5ze/1+NdvVty2Iz3msQojvXPS6p0R7zySvDPgfX/71w/KXF7ZHmP11DKEhKosuWXP7mOWitBSct5pZ6DShGdsOYMfOuPxqKSByNLDeGcl69euHvJO4yje+S5Pfd6zqYzh1b/8K0zqjE/98xd5/+/+EWc892exaXYfvLOBN/zJm3n2hU/jZ19zGf3inoZOO0l4ztnnPfTnrKlpXvN7/5N//ebXuG3H3cc4UnW6/Yh3Tk7eGeGRQzuOeflZj2eyUz1gf+dO59htBsTOo5Tj3NYUE457+DtGBL4pJaahuGbfLv5z1911oEdA0JKgJNs6i2xbPLZJPBknfOupzyaKHS+79VpiIfkfG5/IS7/zVb7fW7jPz2W8589uuIZ/GF/OF57y0ywv5+/h73SLnC/cfstDPnYmeN679TqevW4z51uO4e+MDOYfFA/VYH4f8EbqGttvBN4OvPjBbEAI8VLgpQCtVouVE+vYu3cHws3QXTyA6RcI7fHOkM8vYBJHYyyhco5Bf4DwCS5U6ADNRsLm01YRqJif69LpWJSwJFETqTKiNJCmGYNeB+1y4tjRWreWOJtm94Hb2NO5nYbtg52h3R7Q2TvLzM5tmLygU+Zor1m+cprgDONZhpeBQb6VzuzN2J6l0+3QLwxJYx3RdIN0cgUrVzeYm99GtmYlExvOZuNZT8V4g13sUnX3IlseITTWSkR/HqXqC7vX7RBHKZ6IpDVJ90DAdhcJcUnZ34vK1qO8oj01QX9+L9Ugx/e34UpD6UuSNCXv7CdbtgUhAh4LlaVSHu0NOnhMJIaVcyQ6KCQGrxPyNRuQF11A8+zHIZZPYyOJ7vUJW29n4T+uhztuISkMXigqLfFjLeRlz6e/aSNKSEQQBKFww06eMgQkHh3AC1AmILTDoWj4FBMUPpIsBMtdCSw2U5b9yvMIF52PkwkSA9JjiZCyTvGo+4o6tHc4nWB/7Bmo2Xny/++viXMDCETwEBQRkkrUqRfKB7TTWClQweKoO6hSeAgVKhSECFzaxgpJUAFlA8n0NO5HnobZcQdR6XBCEnBIfF0XSEg0Fh0MzTTCVCULiwWL/bpLca9TYssc7yw6kqRZglKCoipRSpGkMTpSDAZ94jim2+tT5oaqNKRpghcSZF3L1hrDUvV9qRRVZSirijSOMcZTVQXWe4QMNFoZkbYYYymqqj52XuMcVFVJCB6CpNddJLUlRadHaSraUYNgBFFW0W6voruwg0aa4sPwaysErK2IcGzYuB4Rx2TNFhdd/AzG2i2SdAI3TKkRQuGDQESQNu5pxB1v3hnhkUMcx2zatOl+17PW8vWvf513vetd3HDDDQdN4TiOefazn83rX/96LrnkkiOM5sXFRX7iJ36Cubm5hzS2pY7E3nv27dvHN77xDa655hq2bdv2gLdx4403cuWVVz5is4wXFxd54QtfeK8m9giPKkZ65yTRO6UL7Jgfu9/zoaTnwtPnefnP7+aJT87YuCVgI4HvlHz1P7q84y9X8s3vN4+YyTvWdPzNh/egz5xGi2lEWHYMvdMkBHBDvSO1w6No+AQ9NK2FDETLKras2MFHntVm3U+cTvUA9c5pz9vEy77e5d2fGD/mLGMhfzC9s3x1kw+8fivPef1Z9Mujg4N1s52R3jk59c6Idx5J3inZMX//ekRJyYWnn8XLf/4FPPHJF7Fxy2nYSOI7Xb76H1/mHX/5Mb75/e8dMZN3rNnibz78MfSZZ6KFQAR5zOesY/NOig61PhFSEi2bZMuKTXzkWT/Jup/4sQfBO8/lZV//T979iQ8ec5bxD847a/jA6/+Q57z+ZfTL8hgX8ug562TlnREeOURSsaHVpurP3ae/Y2TEVwd9/mLH97hp0GVbd2H4fskzV67jVZufwIU6YbI65O8cUJ5fuOYLLJhj3I8PAAHwkWReOG7rzrGz1+f6xTl23I+5fDhu7s7x3oVtvG5ikqzyHO7vLLVj/UHQMSWv+Na/8MUnPp3liCP9HSG5Z7hvhAeDh2QwhxAO5v8KIT4A/N/hn7uA9Yetum647FjbuAq4CmDLxnVhMH8X8we6xKqNEB1MWdBQnjRIVDMhr3qU1tOabFIWBqzHB0OSaYQqGWu3CGgiHSOlQ5FSVgWDvEsWH2BuZp5GvBydJHhbEscQqxicZrJZMjk1oCos1hxg17Yc5QITkxMs9DpUwtEzFldZtu/YXkc2Iura5yYi2CZxpLBigJUQ4ojp5efSXHU6y5eNI0NFsCVSK9JGG2uW0Rvk5FWHVqtJb/dOQnsKnzWYn9nH6mXLUFEb3WjTnF5Df3474yvPwg4qgpolH3SImuMQYoRcpL/rdvTYKiI9DmWPJFQksQSpcbYiOEsWAjKEuntzkAggEgIpA2W7iXrGMxA/+1Pkq1aSECB4vNC45RGctpn44osRX/wK/S9+kazXQzLA6yY+aqJ9XJeSFw5HHflWHgIOJwPBRxjlkUAQCpAMcBAMCmgMJCu+8g3W/vRzSS54In0pCcISvCI4zXhnHtubR2uNn5qik8VUuq6VJWQMP34J5tpryO7YXac2AFbUD0MikijvKZWvxUyeU375X2FmgdAtsaZElQZd5tBuI3/8mcjzzsFZgRWKKpKkFzwO8Q/LETt2E5Q/WNzeExBS4HxEFGe0WhkQ6BcVC92KWEe0mmMsmgIpJEVVMb+wQMATxxFKa9IsI4tilNb0+n2s9ZRVn2azhdYSIQERyPMBSksCHuNN3R821MX3BRHOFQhpGWtnBFGQRjHBBQbdnKAilFKEILDW4kPAB0cji5FSUg5KjKkIwbAwcwfOWGTwNJvj6DimsiCUIkojRKRpNZsMyoL+oEcysYyxiRaCZn1fi4AQAUEtOJGB1CYc0XX2IeLh5h0hxOj74zjCWstb3/pWrrjiCowxR7xWVRV///d/zz/+4z/yx3/8x7zuda972I3c8fFxvvCFL/ALv/AL/OM//uODeq8xhje96U0897nP5XGPe9wDes/atWs588wzeeUrX0mWZQeX53nOG97whnvMuN66dSs7dux4wNsf4ZHBSO+cPHrHH92x/BjQKvDa5+/lt19f4tZsJCFQHaZ3nnZGxdOf1+cdf+Z55yfGcE4snXt81CR6iHrHBEMIgX4e85Z3/xRX/ta3OP2Fmx+U3kkizStf2+ELX4q4dedRZoIAtLqH3tn2xeu4c1vMJ75+PkUZgXPgFFlT8HuX72bdJSuP0DvrnjnNumUFt+66Z/aJkHKkd05SvTPinUeSd8QD4B3Fa5//Qn779b+LW7P6KN5Zx9POOI2nP+8Xecef/Snv/MQHcMPZ0A8P70A/z3nLu/8PV/7W73D6C3/9QfJOg1e+9jV84Uv/wK07dxz5wYQAfc/nrG1f/Hvu3LadT3z9PyjKcsg7hqzZ5PcufwPrLnn6UbzzVNYtW8Gtu3bc49iNeOfk5Z3Rc9Yjh0DAOoe6D3+n30h59667ecvN12HCkcEh4z1f2rOdf9+3k8vPu4TfWraWdp4jGVDXM/1BTl1AAMtDk7c98WLedNv3+PbeY14u9wrjHe/9/7P35/GWnWW1L/59m9msfrfV9+l7SAIEIQISBAQTmnAu/K6IoN7DDwEVEQ7cQ6PncAW9ghqUIxwPzVGRJmAMKAgoAUwIBEggHWkr1bd779WvOd/u/jFXVe1de++qSlOQ0jU+n0qq5pprrrm6scYc7/OM54c38YKffR5PQi/0d5apMF6VlthSbfCq8y4lkgJlPdoa+lLx32+7ia1HGdwPdZtsB1Z4tdDfOc7g0RGOj0dkMAshVocQDgVcvhi4ffj3fwD+VgjxfooQ+DOA7xzveAHPwZl7aJQtqSzRySxda2i2LcZolKAIxBfTBBEwfo5gu/S6rSKPRXpm55okOkGrKjMHOySxI4icgKPfitCyzCDPGVhLvRGR9ffhB23G9YB6pULe7RCsRqmMNdOT6Eiya+dBnA1USinCBNIoYXxyAmsUAUm330OWS4BCR5JSPUc5g3IZK6aqTKw6nU6vi2jPYppNonqZ3HqScp25/QeQ1pA1W+RZl1CqIY1DmB55T1GuVOjnOY3J9TRb+zHOIpQiZH0qpRL9XhOcBacQGqzNqUc18v4MwQWkzglBgxOo3AxpQgERJavw0hX5PKUq5mVX4a54Ov14jNREeG3w0hCCBRGQKGy1gXzx84hUwHz+C2jbBKWwOiFXGoRBEogcSBfwQg7jIwJOCsrdDtLkqMwTrCVYi9u2E5nDWJBcPrmecPnP0I9SnOojvUQZifjOtzFf+gbiwG7aFU38hCdReuFzCY0xci1QeMzUJOl5F+K3HcD7HITEC4EXCqEkMhRTR60QxNkAd8NNVHfuJTYeJw1B6mGVdUzvoQMkb0hhy2YyFNp5BpN1yps24XbtRWDwaFxQFBwXsCKhbwIzzTkqiaY5O4MbtOh2eiRxSimNybKMNE2RUmBsoN3tobQmShLyPKPZaoGQGOOQUtPt9ohiRbVaIkkSIOCCwThPFEuwvpjobR25yRES4lihlQcBzvTxvhBFeIF1rhh6oQVCSBSKbGAQOIROCUITyYRBv4e0GToqI0QxedW6AYqIscpKenmLbmc/1RUVsn6TYAVCBwjRcMqsBRwy6OFgAIdVYVgR8ejwWPPOCD89tNttfvmXf5kvfvGLi8zl+cjznHe84x0Aj4nJvHbtWs477zy0Ln76+v0+3/nO4o/K6aefzvve977DRvBXvvIV/uzP/uzwRR8UVcbXXHMN11xzzXHPq1arcf311/PEJz5xyds3bdrEM57xDDqdzoLjf+Yzn+Gd73znw36eIzx2GOmdU0jvHOeioJIa/uJtD/CcX25g0xXL6h0aFX7zXYYgZ/mTj43jfHExY1X0iPTOrrkyd35fDM1qQaUEV1y1apHe2fovW/lvfzJBZy5GRJpnP6PFr76phByrHdY76ZoKr71yD2/+0JajojwEUosFeidrB37pPU/kjh0Th/eZ/0m87yHBP/71Tipnrj6sd1gV89Kn7ef/+XRt4feA4QXtSO+cknpnxDsnk3eOXU1XSVP+4m3v4jm//H9i04lj8M44v/mudxOk408+9r9wvhhEblX8CHlnhju//32cs8V5lMpccdWVS/DOP/Pf/uSP6MwdREQRz37Gz/Grb3orcmx8Hu+s4bVXXs2bP/SnuKOMKqnlUbzT5Jfe827u2LF0V9h9Dz3EP/71p6iceeY83pnmpU97Bv/Pp/964feAEe+cyrwzwklECOg8X9bf6QvFa+68ha/u3oYNizsPDsF4zx//6NuoC5/KbzVWkoYclCoWjx4BVlXrnFUbI/aKMSm5pDTJfTMHFu23uVLjnWc/hbrL6cbwzWaL/3XPbQuigtom5yMP3MNFGy9EY4/4O0vEoFWjmP/99OfyFFkiOeTvpEf8ndMuejYvvPkf6Fqz4PjX7tzKE9adeZS/M5pd+WhxXINZCPFJ4JnAlBBiB/Au4JlCiCdQLG9sBf4zQAjhDiHEp4E7AQv8xolMGA0InJMksSW4FrX6JKVahV57QK+XYTPD2OQaLnjiFTz40LcJNiMuCVau2szBmRZ5nqCEQCSSbn+WsfEEpUp0Op5e16ClY8XqcZSG2dkWNgvEOkHIAVMTDQYhY8+uA2ilWLN6BcZaWt02Mi5TqmgwPSJfYrxepp9L2k2PlBETk1WiUgXSNTgXyDLLxMQ61mzcQMftZSJayeTKDcy5Ht4OEJnE5jnWGqzpMVadpJROIYRF1ibpNbu47kF6UUCblcRpRCRK6HIDWS6h8gpyYImTCiZrk2U5k5VJZuvrsYMuwvRw1hKVJyjXJorkKpcR5WY4JEGiAkhncFLQS2ukz30W+fOeRRpipPD0kpzUBRKrcVKQSYEKHqstQcaEF/ws4p77ED/6IdJ64oe2og7MYfIOctAj9C1u1WrEWVvItSS1EHVnGPzNp4l2bsNnhpAP0Jkj7lt0PgAp8GeeTli7Di8EiZEogB98n/C/P4lq9VEhR7Qc0e6v44yA/9+VeFEiENAiJlxwAdnXv4XM+sggiZzAIhBKkCmJcA4RFN5LpLVY4UAEtA8QLAYI0qFndhFu/gF+4xpCVMIqUE7i160hU5rUOqyI8EojQyD3FoHFZH16rRaiFGGyjOAdSgtKpQhpAuU4wYdAnuc0ajX62QAVaQZZjtCSJE1xHvpZD+8dnW6HNI3ITZ9KpYyOFGkppSQTsrxPWopxzgMe6wyxjohjDQS8tRjjyPNCRDlrAYn3AeEFQhXVFNbaYoqs6YILTE2vpt8fkLVnkTrCOUOW9bBYqtE0ghSbzWKzObrtnVRTSST00Gg/1FYnho0rnjCs8s5FTuDYU6h/Grwzwk8H1lo++MEPHtdcPgRjDO94xztYuXIlv/Irv4LWmksvvZRWq7Vgv+3bt7Nz55EVcq01v/Vbv8Wzn/3sw9tOP/10Tj/99MP/vu6662i32wuOc/rpp/O5z32OCy644PC2K664giRJ+KM/+qMFJvOnP/1p/vt//+9MTExwLMRxzMaNG5e9/YILLuDqq6/mYx/72ILte/bswTk3Gvb3E8JI75zaegeXLWsyK+l53csOcvlrpoiEwh9H7yip+a23t9j9QJe//fp6rBPc9X1L5YEB1vQQWR/Rt6zeFLPy4snDekd05rjm3TPcdMcUwVicgQcOlNg6u/rwuVz51FnKG6ex8/TO1m/u4JVvWc3du8c5ZAR/416PN7v5jXfneJEc1jsvfN6A3/uYYa6XzPvsAkqQz9M7fRuzq11hobF8+B7ctb3Olz6/n5e+OVugd1au1SjhF2VRu2BRI71zSuqdEe+cTN7Jj8E7kte97BVc/ppfIRLpCfBOid96+39h9wMP8Ldf/xrWWe76/repPPDgUbyzhZUXXzSPdw5wzbvfyU133DbkHcMDB/azdfbg4XO58qmXU9645Sje+Vde+ZY3cPfuI9rpG/fejTeB33j3u/CiMo93ruL3PvZh5nrdeZ9dluAd2NVuLvtZvGv7Vr70+c/x0jf/9lG8sw4l5CIDe8Q7py7vjHDyIALo3C3p77TiMn9xYAdf270Nu8zwzPkw3vG+225k8rzLeM3UCmIkF02tojmMehEhEBDsGvTY3ztSCKOE4DVnnM/ljXEiDzJYzqhPcnpSR5sMZM7fz+ynYxde622qNvjfFzyVCyoTqJBjpePKyjpKQfHn9/5gAQdcv+NB3r3xXCa1O+zvhCUqmLWUrCtVcXlOvoS/c2E55hfWbOYz2+5ZcL/dItATkoqf5+9Y+xj0A/zHxnEN5hDCK5bY/FfH2P89wHsezkkED1NjVe7eOoO1EyRRg263TxhUSCJHtZayct0a+mFAbWICYS0H997H7EwHKSVpqczE1ARZ1kJrTZJUObC/BUGQJBG9QYsoqVOKY0wvJutbPAYTQ9e2sRlEkaLVPcC9Wy1KeeI0oKShUSsTyUkGfUu3N0ffDOgPFNnAUvNl1KDPqtPOZcWqcyjV1xBKMWMrVrBCVAi2D1ohS3Vaswdpz+2g1BijXFlJ6+A++q6DLE9TstP0vaJer/PQ1h9gQ0DVWjRijUfgVCCtTmMGjt7MHWSyj45r1OoNur02sjKFtoastx8RldBxhVIyVoS9uxxhPZGTuGI0JkYb8igi2bSZ8Lxno0WC94LYOmLXQjywlcGOfajGGKUzzsI1JnGymC4s0irumU/C330Pqj2D+4uPENkcLR0yBAYqRfzCzyPOWoXVaZET5nukP76fdO9ebACFQ+KQQRCkII8T3Pln4RKJwGFFQtzcT/+fv0baahO5DC8gMQ6vZrG33ER4zhMIG85EWglSYDeuRVerRFkL7QXKFRk6aIkgQzmLRyO9QRqPMB4XQPiAl6BCQAUwdDH7dmFDwBERWUvkwdTreCFJCYhhjL4MARVHRMIg3IBGtUS30yKKNChJqVImcznlNKZcrtJqtbBW0Ov2KFcr6DhCaYVwFh1FzLU7BFlUbUZJRKlSJtICIQQ60oCHEIh1RG6KvGmlNFHkCT5ACOSDvKhmcA7vHPiAdxYpFXhwHqQXRb6QBecsgZw4rZL7NkEFSnVNng3wmUDaHB1FCCGZa+7Hui79PoytHkOrCCUcoAjCIyhyuAVi2L1S/BjInsJmxzcSj+KRk847I/x0cPfdd/Pe9753gbmsteYJT3gCWmustdx6661Yaw/fbozhT//0T3npS19Ko9Hgy1/+8qLjvutd7+L3f//3D/+70Wjwtre9bVnzt91uc8011yw6j9/93d9dYC4DRFHEm9/8Zj784Q8vyH621rJnz57jGszHQxRFbNiwYdH2EzWwR3hsMNI7p7beET5nubbOszZkvO5NjlSV8K7QO9J0ufX7jv7uOdJ6lYsvTWBs/LDeUeUSr/mlnVx300qa3Yir/vPK4dGO5Dy/+9f28YaLe4f1TrPvueaLZzPTXHpRqJpk/OpVuwmlzYf1jpyb4U//R7zAXAYwTvL+z67gFb++lcoZaw/rHTatYkUjW2AwgwAtFuqd4I5Z1W29Yus2T36U3vn5C7dSTaZpDkoLDj/SO6eu3hnxzsnmnaVx1obNvO5Nv3sU78xx6/e/R3/3AdL6GBdfehmMTc/jnQav+aVf4rqbvkWz2+Gq//yqRcd996/9/3nDxWfM451Zrvni55lpLm3sVpOEX73qakJJz+Odffzp//izBeYygHGO93/2E7zi13+JyhkXzOOddaxojC8wmJfmHXMc3vFs3fbgErzzZKpJQnP+MMER75zSvDPCyUMIAemW9ne2CviLu76PmWcuayG4cHwKbR25gB+1ZhdUC9vg+Z877uHq8RWMk/O5i55OZE0xJDAEMl3i3Tvv489/eKRwvRYn/O7pF7FmMFjo72QdghTMhMBf3nf7ApNbCcFrt5zH+ZU6kevO83csb9x0Op/Yejtz+ZHsZ0tgj7esQB7xd+TSXSPaLu/vBDVgXRovus8/bb2b2ZWnUVHz/Z2Ht1gzwmI80iF/jy2kYMvqNTjjeXBHIC2V6cxq4qROp7sfnRkqZ59JiOtEpTql2i7s7oeQeKTzHNi5m/bMQaSGJI3xXjAYGJI4IUkjhB5jkMHevbOIAIlK6DTbrF7bwFkol0ukaUypE9PrZmSZR4cyaRTR6w7o5V2ki9EDjwkJp531HAYe9s88hFSKndse5MG772Ny1WlsufjpVKdWUU4DcVwi62fEaR3ZCMxt2wq+S5YHpssV5ua24ae3EKV1TLuJT1OqE+MoFWHbBxBjVXrGooImhJyyDhgNpaSBqowjU41FEg5uRSlVtLLFlrKKoD+LVynBKoQzGAkqFKvLUiYoFRMufzL9iWmsFEQEZK+N+fx1xDfcTL3dxySSwXkXUXr1K8hXrEYERyBGbz4dX0lxc21K3VZRGSEVSIcWrpjKTExiJCGAsMWqGsGifSh+FIPEi2LqqU9qROu3YAIIn+OR2K0PED3wEMoN8CEgvBpORRWoVhPufAC79nSC8AQhkJUqdmol6b69SO/IIocVZSKhICiQEq88HosLkshLEDkqOPDFinQIEUL2ibIOwUV4p5Aiw6piErIWAaM0sbMEHEFqvNQENCqKMD5DxQKTZaRxcXFZrlaQQuJ9ThQrlJUoFTE+OcHBgwdRTpFqSRwl+NAh94aooimXUhIREXKLlxIpJLFUeGMxuceZ4nujtEJ5h9SKLLMY67HWY7IcKSTjE2O0222c8wTvCQKSJEEA5VKZQb9LfxBw2iCyHt45styAAyXASokqIr7Is1mcyKjWzmDdWT9PeXwLyGJqrQgSgUficGiMiJDkiLxNrz1LnneW//6P8B8G7XabV77ylQuqjw+Zur/3e79HFEUYY/jiF7/IL//yLy+oLt6+ffsJVTyfKPI8Z9u2bQu2NRoNrr766iX311qzatWqBQZzs9nks5/97CjGYoQTx0jvnDy946Ils/mqScZH3nQXycozMEO94zs9PvSHOe/76EaMW08kPc+9dJYPfWgGuXbisN5Zf/44cSzpZkvXswSpccjDegcnDg8SXQpxLNl4zjh+nt6ZvXc31333XJaqNDaZY/YHB6luWX1Y7zTGFFdduJ0/2n3egn0FeoHeCRyfL6XJUUvonaXgZTTSO6eq3hnxzknkHb3kulY1SfjIm95GsnLdPN5p8aE/fA/v++hHMc4RScVzL30qH/rQh5FrN87jnScQx8nSQ++AICPcvOusgneWf/vjOGHjORcdxTt3cd13b1pyf5NlzP7gdqpbzpvHOxNcdeFT+KPdOxbsK1BH8Y5d8pgLPo7GnCDviBHvnMq8M8JJRABvMFIv8Hf61vPaH3yNtjmy8KWE4FfPvIB3bj6Xej+nqwPX9Xu86bv/Snfefrt6bQaRxHlDqdsukpSlQkiPlg4lFhq7IoD0y/s7A63Y2V3YJVrTMS+bWLOkv5PYAdNpaYHB3DY5n9u5lYs2nHHE3/FLL+BbJPIY/o50i/lUAFqwwN8R0vHoMqhHeFwYzM5ZmjMZq9euZ8/sbsqVCllVIkOTaikhliX2P3gDE2vPobHyLCYqa9jxkMaLHJSmM9dCxpKV09MoLRFCEEV9nPdYY6mIlM6cpd2GNI3QUYRRsGPfDFGogegjFZg8xznH1NQUIQRCsOSZYZBHCBQT41PEiSQdTzj7jCfg1YV4G7Hn3ttoZ22q02tYtW4daSlCioBDI+OYikvR5Sq91n6kz5jddT8Db/HCItpdXBIRRZ5yXMWMr2euO4fotejP7SX4BGlzTL+HMW1EaQwf16nXV2HposqGVqtMJHsIpxi4AYPePoRfj3JFHATOF000EkIoVupNYwxx4Zl44Umswoke4ev/SvqVm5C5QThPnPXRt91CfsMW5Muei0CSuohQKpFX6zA7hw8AxY+qEMOBCHr4xR+qHe88wTuCH2ZEBYo/omjoEeN1/GRREeREMWDQ3L+dKMuQ7tDk0IAUAhEA7zHb96C9x+kiJ0hpDdOTeCnwfkh6AFLiRLEqhRD4YFE+Q4pBcfElAsoX++bKI4ImlGo47UFkOICg0N02IRiUlwgPTgmcFMhQPE9rLc4H4ihGKIWynn6vR6Vc4cDBGYx1DPKcKE6Ya7WYbRVVBlNTk4hIs+/AXmzmKKkEKSWlJCaOFDO9WVweISmDl9jcc/BgEyEFUkEUK7SSpGkJlztiFeFdhkKhpUYIhdJFO5mOi6E9PnhEAOss1jmQCus8ttsvyD4wFGseIcEQkL0mSSKRtSkmV5zBeH01wTqszlFRhWBc0QIWAjJRyJBjujmz+++hfWAH3j6ySbQj/PvCUqbuK1/5ysPmMhTVvC94wQt46Utfuigy4rHE7t27F1RJA1x55ZXUarUl9z9kPs+vkj7ZONb5jHBqYqR3TqLeMUtXzsWJZOVTJhbonWs/2ue9H92MHWb5Ga/40i0T/OMnH+KFb+4f1ju9JEXIYzRLquEF16HHdceufFk1NkBOlotdh3rny18fo9NfWo63s4Trv72ON754od5JJxoLdxy2qs/XOy6cwEVSki7SO1+7cyPdfHGljwxhpHdOUb0z4p2TyTt2Gd5JWfmUJx7FO3/Jez/60eKzSNGa/qVbbuIfP/l3vPDNb3wYvDO8bQHvLP9dXzU2jjzqOuvLX7+BTr+35P7tLOP6b9/MG1/8sqN4Z2zhjgJQcgneOQ6SZAneuZVuvvi7M+KdU5d3Rji5EC4s8nc6cYldg4Xf65dsPpPfW3sW8cAinKdKxsuiiC+v3szntv34yPGkxJer0PZL+ztHVQ4HQrGosoy/swe3oEoa4Oc2bKGqJNIs9nfqccxz127k3tbcgvsYrRb7O0cjBKTLj+nvIBfrmmdvOI1KJBf4O3Y47G+ER47HhcEshGC208X6AX0iIsoEGVBqgHQxUbUg8+aBH+HNQaSyrJyaYJBF5EayfmMVcCRpymDQo9mcZXx8giQuFe0rUjA9fhZrQoW9O++kM3eAbuaopBARaHYHOJ8TxYKVq1aglaDd7pCmMdMrJ5lWk9TqK5mZ28Hc7B62/uh6uru/glQltF6F9ZrxdU9k9caL0SHGtgdEZY3QFiE1uYwJWrBiy0UMmntAQK/Zot3dR73VorJqDTkW020idEJtbIL8wAwH9+xEC4VWlqTfp5/1GZ/eQB40Vgi8lzRbbaqNafbu/BGxCORZn71zTfL+GUWOcZ7hnEcHX0wZlcPUpqmV2LEpEAGrckS/j//2D0n6fTwBI3K0C0TG4L5zM2k1YI1n0LO49hzx3H5UsEM5MzR+A0UgV6SGKVGhmMjpHMF5jsxZPnQrBCmQK1diaikg8AIimyHv34GyBuWLQRaFsRwACcag983grcVpVax6C3DTjSL8XQZEEIUoUXIYx6GRViGtRFuJ8BEBiQ8Sp8LwcRxBpbg1m5HEGOHxSqJzULv3oH0GKIL0yAAhyMNDFYzJscaQ9TKClAQkcRzT6/WQKipIywUG7S5aKaRSQCCOIzLj6PVzSkmJXqtFKS4XgyGEJC5VyLqGTqdHR/SwxmF8MU3eB0uWZeRSoXWM9wGFJ1KqIGwpaLWa5NYRKNpjAh4hJSE4+lmGsQYfBEV0V8AagxyuWPpQ/GjJ4ftYrk7ikgQZmtx/55cZhCpbzn86lepqDuy6j9n9uzDWUa/VMYMmeb9JpOr0O/tHC4EjAPD3f//3i6qXL7vsssPm8iFEUcTv/M7vsH37dvr9ol3y53/+56nX6zxW+MxnPrMox3nTpk2LzuV4OGRUHxoc+EhwKGrjaDyS8xnh8Y2R3jmJescsHZHxwvO3k07VDusd18v47g3msLl8CNZLrvn0FCtX3k9EBn3Pv94+TasztfwbKotczEN6J3h/zN+7q5+ym3RyAjtP7+y4zyxbkQMCN9tE2PICvTO90qGEwwV1eL9FemeJQTjzoaVn1YbyIr2za4dc8nxGeufU1Tsj3jmZvJOxNO9cTDq1ah7vdPnuDd86bC4fgvWOaz79CVaurBMhoe/419tvpdXpLjrmYUi54Drr+LzzdNLJxlG888Ax81kL3rFH8c70UTnJj4R3JKs2nLYE7+xY4nzCiHdOYd4Z4SQigPMeiVjg73xx944Fg+yUEFya1qkYs8DfKXnPb28+i33dJgNrCSHwsxs20rD95f2dJRa9juXvfO6he+iYhRFCm0RM4v2y/k6SL+akvS4nDwE19HfEkhEWgsgt7+8YEbNjiQKA9VpRwjDf31nGwh7hYeBxYTDnxnCwNYvteLTVRPksJRR5rmj3LVJJ4toqSqU6nda9uH5Os9nF2h7ewPjKKYwJzMzMMj5WZ2xsAu+g389JyjWiqc1Mrns2Ektz7j5MT6PUGlSYo5FEpPUJ0pKmVE5wLkdHerj6AVIFIt1GywZKFavtIgjyviZKqxyYmSPCsXqdQmc99u9/kNzldIygPjbN9OQkca2OCCWEFOQuQFxmast6Jv0W8gP7cd0S1oEMbWzeJU1SepllYvU03fYs+/dsozx1Di7PSeMa1nSwro9QisbUGsygS316Ha7fpRIPSCamqI9NAg7vDC54RPBoD7ko8qVkuUocEmxweCGIHOT5APDgA4mHEGJyCfEDDxAe2EYKBDxOWlRwKC+xKgZREBwU6z0+ksXfhqtY0jnEMLuqmAhR/D0Qium5q1ZghhURIgRkv4fcvZfIu2KlfbjCRQgEEZCAmGuS5QN8KWa4C26sVkxVHrYaSQJBKYwWKCtQbpjJIzxeefAgKNqygixEcD4+gb7oPLwQ6GDwTqK7OTy0De1yrCgRBESuWIEOspicbIwhzw3Ce4QohE21UsFkPfAWfCBSEQKJ9w6JYHJyAqUV7V6G0gkmCMpjUwSh6PR65LkFL8gzi8fihWNsrI5AFgIocygZIdMIi6NcSQnOooNC5B7jLNaHIouaQBzr4vWTkGWmmHQsIzodg5AC71yxuh8niFAMJ/FCEIsIkaQMZCCYNrvv/zalSoxLVxEnknyuz7atd+ARVBqTzCrN7MwOokqDy571nxgrncV3v/LXS331R/gPhm3bti2oGi6Xy/zMz/zMkvuef/75fPWrXz2h47ZaLa677roTPo+lDN16vc5VV111zPu96EUv4gMf+MCC6I7PfOYzvOc973lUOcl33303f/d3f/ewz2eEUw8jvXPy9E5wZsl4ik3TlrKI6A31Tj6I+c5DjcVvDnD7tiov+t2Ljtq6dCVLNc644sx7gTMW6J3lrvSVcKxYKxfonW7T8YVbVhzzM3P9bev49a5Bl8JhvXPFE+6nmqxYmJOs9FF655iH5YzVba76xT5CjB3WO4NZwT/cOL7k/iO9c+rqnRHv/DR4ZzVlUZ7HO4bvPPTAku/P7du28qLfffMJvZfVOOGKM8/h6Ous5XlHsmLtmqN4Z5Yv3LJ0PMYhXH/bLfx6t4kuTc/jnYsX5yQv4p1DjtTSOGP1Wq76xauK3OPDvNPmH278xhJ7ixHvnMK8M8LJhQ8gWOjvbO+2FyzUlKKIi1evhnyxv3Ox9Xzp7MsonBmPlRbdaS3p73TzjK8+eM+iczjkzxzt75jg2X3UYlo1irlyzZZj+jsv3ngGf7ntxwuM6S8/dC/t1VtIIln4O0vmAQXcMfydOwY9vrjtvkXnc9XazUv6OyM8OjwuDOaAR8uUybEpdg+24fu7GU/q7NjXp1KNqIsa9cYm8mgCLxQz3buJQiDvz1GpJmRZj1qtQa41s7NNssGA8YkprJWsnljH5Ok/TzMLHNj9AATHxFgZEVXp9Sx5buh0mzifYN0AgJmZWZSKEFIiRER/MEukBCUNU40SGA02MDvzAJ2BpRHX2P7AP/DQ1uvJTU7XKNZteRpGePo0GfRr1GubSCsrKKUttG3hQ4QuaXK/D7PvfkJpgqAylB+QzbRISwqnE1asP4Nedw5cTi3VdNuzqFjgsgFRfYxKqYL1ZdJUYwd9WnP7qFTG0GmNoAJYi3RFq07xfSzaHIR3OOERCJSLCXEZvXktfutOgvQYAkY5IguZcojgkF4X+VrCg4uIgkIESRCuWK8adkcQaRCHLskCWAd+KH7CoTWx4XuvBH7FFBKJBRQCMTeHaM2hvMdIMbxIKtawXaBYuep1weaHV9iCAF+pFKv6Tgy3eZCKJJcYAUYFEB4vA1qAiwJd5dBBo0WZwbpJkhc8m2zLKoLMix//oND3PYDfuw+Gk1SFBD+c1iuEHLb5QblcAWfRScIgy8myDG8teI83ljjSVCplrHUYY0iGK++1ckKapjQm12FlmW7fsCqSzOzdRre5hyiOUJGmPp6itUBKST4wZH2KARAlhXOGSEM2MCRRDFqRiITMOPI8oLUEPFpJhIIoKJSKcT4wGIBzRZtjcAFrPVGkCAKsNSAkMskw/QyR5UQCtFAEm3PPTZ8nO9DFK0lIysQBWp0DlMolzjnnqVSm15KmUyTlpS/mR/iPjVarxQc/+EE++MEPPqoKYGMM27dvP+H9D2Unz0cURaxfv/6Y99uwYcNjWlFsreVb3/oWr3/96xdVU2/YsIEtW7Y8Zo81wuMDI71z8vSOt0u3qgfv8PP0jq5aXvPce3n7R584rwL4EE68LVIrz5rJ7mK9s8zFSS3Nec4lO5FMHdY7bq7LjrnJYz7OjmYVkx8sqiUP653y8IJu3mkfpXc8S5+Lkp7Lzpnhj9+6g+jMtbh5emffD2d4cN+aJc5CjPTOKax3Rrxzsnlnidfc+6N4Z5zXPPd5vP2jf7WobfzhQCvFmsnJh8E7Kc+55LIF11lubo4dcweP+Tg7mjOYPHsEvLN0NbWSksvOOZc/fut/ITpzw1G8cxsP7tu95HmMeOfU5Z0RTi4OLbbM93eOLjLu5Dkfv+d2Ltl4PlKK4/o7bhl/xzjHrvZRQ0QPeTJL+Dttm/OlowxdLQTrlUJZs6y/sz4qocVSFcSCwCF/xy1Jd0YGfFjo7xBSbmjv4W23f5eOXTiXYnWlxsagIGQL/J1jL5GNcCJ4XBjMeCiVG0xuuYx082Wo1MDBA3T99yinPcgzes17KI2fwdTYNHR30u5ltIk4mFtkNocIkn4vI3hHo9FAKUmvlzM3O4PYfRtBRXT334EbNDE9idM9iDwyrVDXmiTWtNtNijWPGO8VaZLiHOTasW9uFhC0Z3vUyjVWrqhRU2tpd3qQB+hbJIFKLPGuh+/djaiCyU5jYmotSSXBMEDIhJDHaBXo99tUp9ax+64bqMqEuUGXSHoiLEYl9HtdqrUVJOUJgh/Q77WJZQ1MhE5iEq1BgUfTzRxpUqU6DpXKJKgYgiDkOcq5YjVJUhCADNjZ/TjbwlMvyEUnqF98Pt2DXeSP76Haz/Dk6BAhXPFFTk2M9+CFh6DJpEeHAS4UK7fFV1/ghz+awgd8OGQwH+6xQIRixUsgCEohJ4eVf0KgvUDMzBGyDgSHD6GY5hk8RaKPQgZwNkPmRQYWOIIIqCgZkt2wYVUEpFRIBApPCOBLFcQzLkc6j04i4lTjyhFubCVq/RoGU9NIDwGD9DEht+Tf+BbpYIBjOL00gFXgRUCKoiLAe8hzQyWNyfKimiHPDXhLFClK5TEGWY7QmkqtwiDLmG3OEccxIWRMT69lYuUamj3J5IoGrdl95GaAUA7nHbVKBSUgOIOUMUpCtZaiVITxOXEUoxToqIR3gUgInJVYm+NcIXy893jjsH1DUkqHgyosSkiMzfG+eN1yazHOomON8Q6reyRGoHPABJzWGCtRboA72MQYRVxK6ectZvc+CMbS786w9f5bKE+tJ91UQ6pRu8kI8OIXv3hRBfAnP/lJXvrSl/KsZz3rUZnMj2e0Wi1e8pKXLDKn8zznxhtvXJQFrbXmjW984yh/+d8jRnrn5Omdo1oxD+G6H67hVf0+SRof1jtX/1qVL/1gjm/cNo7zj/z3KSyhd8JylyZKIifHi+bLod6Rs03CcXKbIaBMjqLGAr0z3+gZGsDz9U65rvj473wP7RQyjpCJxpU0ol7noksMrDgd5ukdkwU+8tGYdn+JuA4BkpHeOWX1zoh3TiLvGJayI6774c28qn+AJJ2axzu/xpd+8H2+cdutuGPEUxwPD593Jo7inbmHwTtHXWcdl3fG+fjv/N9o55FxjEzUkHemuOiSS2HFyqN4J+cjH/1L2kvlQY9459TmnRFOKrT3BCUX+Du/sH4zf7nzfrrzhqL//Z4dPH/9mTyzVKaRPTJ/Z1ks5++EJWzaEMD0AbGsv+Pd0ny6wN9Z4vaOMbzqe98gDRAEOAkIiZWKH+zbtSh+RwvBr2w5jzEhF/s7/tiZ9iMcH4+Lq3lrLI3JlUyf/kTGK9MM7Aw7W/9KbWoCmUNtokZm52gd/CGxTmmkkvLaCuXJMgMROLBrJ83ZNgRBuRwRRRJj+sy1ZhnkOXPNnZQblshHzM7OUUkrjNc0ulSm0xqQDXp0OzljY2N0u32MMajIE8Upk1M1RIiZ2dvDZIaxcpXZ9gydfpc1q7aQJnUG9gBZliGkoDPXgyDJ0xZzcoaJNU8mrk/g8SjmCNkBBt1dzOzYT1KtMN5YT63WYHbfPUTpJOnYOAJLEo/Tnt1DU5dI0hIBQxQ30OUaWibEaZlhRgNapqRJTJ47lFCIGJI0QgWFzXMInqESQXiPkhJ3YA/J1m2E8y7A6RycQqzaiHrDL5P82630/u1mwkMPgJcktmib6EUBhCHyOZGPMMpjhCsiK0KAQ5nokYJQRPV4ATgHwR1VWVSQj9QK36gWK14hgPe4mTkiVxguyg8Ja7g6VsyxCWTeooxDOmC44qTRiGG7RSDgBSilMMJTqJmAmxxH/x+/wJyMhp1lHoXEooicQLoII3KMElSNxd18E/rWH6AySxDFa4goIkAUAatkIe5CQGtNu92m3RuQlkoIPEmsiSKN1JpWr8Og36UmGwzyAd1sQGfQR0tBY2IVP7zt20TJOF7EzM0dRIkcHQuqaYWJyXHqlQq7d+7EB4l3grQUkducqHjWJHGM855ed4AxHpN5fA5Sarwrhi1KFZBCkw8smTE4V0wmlkLgQvEzYl1AaYHzASU1MvJIG5BIZCRRqSRWCi0EPWXwwmJMi5iI8Uqd3FUZxBEr1q3B5xkzu7cWn8MR/sNjy5YtbNiwgTvuuOPwtlarxQte8AKe/exn89a3vpWnP/3p/+6MZmMMN9xwwwnvf/bZZ/Pyl7/8JJ7RCD8tjPTOydM7Il96yN/WfWUO3rGPDU+bOqx3qhtW8td/O8Mt1+3n//3rldx4Z+PhG82iMHoW651l9pcScZTesTNzRX7qMRBCQB6ldxR6Qa21ECCUXqB3xHSdJ7/uNMwSeocl9M69X9vBp244k6WquAUQRnrnlNU7I945mbyTL8M7ezl4x51seNoz5vHOmfz13/41t1z3Jf7fv/44N975o4dvNAvxGPBO8yTyziRPft1rHgbvfJlP3bB0HNqId05t3hnhZCJQfOcW+jubJayt1Lhnbubwnh2T86qb/pmfmV7Nb246i8uqFfDRw/N3ljkHEfyS/k4xpHThHQWgcIBe1t+xwS4ZOXTEYA74JTIsbPB89+DeE371Tq82+D8bU8v6O6MRf48Oj4+reAHWew7s2UV9bQlw1MemUdkqsrYjBI1SFbScRbhAHixGWHLfxQ+gXq2RTpRptZooFbAmozHWACnp9Q1T9ZQQYK7VJU0lIWTM7DtAHEuk0kQ6pt1u04u7xHHE2nUryPIMrQP79u1AhZTxsTKtmRyhPPVGle7AMNvcxUR9iiSp0sk7eCdx1jM5XiZVKaumzySpThFkwHX3sfVH36A39wBallkxdQFzre308jbl2kpmD+4kjhV9kxNHZSbGN9Cb240KPUww5ANorFhDVG5grSOogAyOvO+Ik4hKpYTzPQbtAaVqn0g1kEESMoMLxQqV8sMfa+fQrS7ZN29BnX46JBorPVZo/NgE9heuQD/tSejvfgfz5ZvxD21D+x7CB/TwOx2EJ7Zg9KEGrWKlSgQQUVwQQKDI1bG2mDLKcI3r0KpWCEgdE0olvDhCMrbZInIFwUgC4VA0RfDF43hfCJ1Q5PD4UCyg6SCKlbBQCK4gASFQPuBkIEiHshYQJFYh8DglSIzGqkBfZ2jv0N6RZDn9u35M6TOfp95q4bzACYGXFJXRPuC9xw2flZSSJI7RAmwQGGtRSjDIMmxwCGvQWpFIySAf4PCUaxU67Q5xUmPHjp3MzB4EuRvjJB6IoiJtpFxJ0Toi0ilSJNjcFQLFOIK3CIoc6qyXIZVCSk02yFAiRqIY5AYbAkkaUU5Tmu02xjpc8GS5KQLthQQhhtwqir8LiZACRQxOgPbkZCirKPsKA5OTk5PKlJAbxkoJl515DuPrz6Y3vpFo+kx2793PA3d9j0G/8xOllBEen6jX67zhDW/g9a9//YKqXWMMX/rSl/ja177Gs5/9bN7ylrdw+eWX/0SN5he/+MWP6RDBR4qzzz6bT33qU6Pq5RPEmjVr2Ldv36Iq8MctRnrnJOqdfMkLk1Zf8+FPjPHfLslQqTyidyYaXPorkk9e1ea7X9zNez++glvumDhho1kIgYyiRXpnOadHCAlH6Z1/vm0TnXzxZPNF9z1K78iwxOWPfOR65/bvtHjtuzbQHSzNuQFwIqBHeoeQG8rxRi4740wmNpx+auidEe+c1OuspXmnx4c/8b/5b5dcikrjebwzzaW/8io+edWVfPeL/8B7P/5RbrnjjhM2moXgMeCdH9DJs+M/1nF5RzxK3vkOr33XW+jOz3SehxHvHM07EZedcQ4TG0bXWSMciXOY7+9MBMGrNp/DO2+9cUEUjw2eb+zbyY0HdvPU6VX87upzuKxaJ2FwQv7OcgtYPizj76hokTH9cxu3UFGKYI/l7yxj7QZPCMWcraXkz8PBlmqD/3neU1ltzJL+Do+iu+TfI2IpyP3Dq+h+fBjMQWD6+/jev3yajef/LJNrNxOXVsJkTpa1OTC7H99rMWi1KVeq6Iqi7zKMc0BCKRWUKxG1xgpmZ2fIsoxet0+axExMjGFcn9ZBgxlIfAATMnpdT02Mo1wYri5qBt0+UUPSbs/hnWPt6tX0OgKbB7rtAdMrV2KcpdPpIEwg63bp+kC1VkZKT6IV1VKdKFH4yGL9DHKwl9kd99Lecw+dfXuI0hKOKmm1wXg5oWczek5Rnzgfq3uUU08lHUNqSWl8LYO991Men0KJHKRBBYcPDhGVCVmGNcXj5kGgVEAGWWTaKCAYZGbQvsjE0kEgg6evIDagbr4Vee4Gws9cjosViXdFbjESX5siv+Lnic8/H/GFr9C+8Vs0mj2sV8ShhBUWJw+JD4FXdlg9DEEXwfBeFI1V0uQEismfHobNDb5oqIpTSFKgGMqngid028gQkEGQCYtE4IJCBocTxW+wFOCUGuYDCRASby1KGAQa8KggsZFEyID0EquLSae5VEghiAhkUpKnDlCEkCIIpM0W9ts3Eb74JUp7D2ADOGmQPiC8RuIL4SEkUhTk6GxOpBV4cM4UldnBE8URfZuDg1Jaxgx66FjhjMVkGbGSVCop23fswLgAWIwtiM3lghBH9KKMhzo7kEKgpUQQKCUxIge8xCqByXKSJCqKyF0gjiIIAqECCZqAIwRHZnKchzy3CCmK19GBGI6JVVLi3LBcAfAuMHCmEKW2GL6SliTIiHItRsU5vqsgOJ4wPc5FpQ6hfTctBohajBqfprc7Gba8jDACvOIVr+CDH/wgt99++6Lb5hvNb3vb2/jVX/1VNmzY8BM5r/Xr1/9UK6e11lx++eV88IMf5Nxzz/2pncepBilPsbbQkd45aXpHZEtXMIPg019t8Gtf/T5bnrd5kd6RjXEu+6Ua1z17L3/+gQ5/dd04u5qNE3gzBV4ni/TOspWEQhCiwkw+pHf2zJRwfolIiqMe52i946w7ytQSWC0ett7Rsx1u+sJB3vyB9fx4d5XlSpWKyqOR3jmkd86ZmOKicgdOFb0z4p2TzDtLv+yf/uo/8WtffR5bnnflEryzgst+6Ve47tlX8Ocf+AB/dd3n2dWcO4E387HgnQMnYGgvxzsL93pkvDPLTV/4PG/+wB/x4927jnEGYsQ7C3hn/NTinRFOGgSgAkv6Oy+vruJj1Qb3tucW3c96zzf37uKmfbt5/RkX8Irpac4VHN/f8WJpjhEg/BL+zqI4HViZJMRCIkNY3t859OSOfhhlEZQBX8zregSvmRaSJ02t4vfOupAniAjrw7L+ziggYx6EWCaYZHk8LgzmEAITlZSHevez775vEtNn3cYn0U/Wk4+3wVpaeR8H5NbSa2Y4aejMdZE+Q9VrHNh3kFqtilYRgzBg3779rF67BoJg364OUoCKfWFyZjHeWQgCHyxJSTI+Nk6lmiIE7N9/AOsg62dEUqMiyPKc2dlZSuUSSZyghaaUloh1RCXSRDIpJjHrGGsgz2YwW79Hc24rvjfAW0tt+iyqa88iEDMwXVrdWSqT6+js2U6lMY7utXFtj47G6Dd3k9Qb5Lss/dZ+xicnUVGMI6C1QDhHNhiQaEW/16HTaxLhqZZLBOdw1oKM8HlWVP2HYoVGBk/kHR5PeWaG/ie+gMwCk0++mNZYtaj4db5YiQ4C9D1uIgABAABJREFUt2IF7lUvo7R2DeZTnyNuH0RYgVESJyG20TCzh4JkpEQqVaykDd9fbw0yHIpmn/e+SxCxJuhigMOhj2/oFe1m4dD+AQo5xvA4AikivNZFZwihaJsY9IbZP8Uk0iAFQUi6QhKhUU6iHJT6HYLrEZmckhN473A2R7Q7cO9W+t+5FX3/A0wNOigsLsjivIbHLqadHnkyRfyZw/rigs85i/eOpJQQvCONEqwoBk4456kkFfI8IxYR5VqFmbk5jLUEBH64LBeGr5dznsHAFPlj1qKVIokjhLB4rRBC4kwGwWMQBB1QKqKUarrdjEhHeCVw3mJtVrzGvnguSmrSNCUf5FhnkcNQfUlBrFIEjDWAxHmPlBAnEXEc44JHCo1KNOWxiHM2bOCpG59Ib7ZPc9Am338HMzvuYV/tdHR5Cq2Tk0khI5xCqNfrfOpTn+L1r3893/zmN5esPDXG8Pu///t89rOf5dprr+Xss8/+KZzpyYfWmksvvZSxsTHe9KY3/bvOoT5Z2LFjx0/7FB4WRnrn5Oqd5dDux7z6nWfx3tYunvH8Mr2J8iK9E6+c5HXvyfmFJ9/JK999FvcdmDj2mzmM4Vqgd5xdXoYLFukdnx+/8l4ICFot1Dv93iIzXQrJ4AT0TpY7fvjAOO37DvLnn17BDT88D3sCVdtBiJHeOax3Tj+l9M6Id0427yz9nW/3+7z6ne/mva0+z3j+8+lN1JfgnVW87j3/jV948s/wynf/39x3YN+x30whfkK8I5bhnYXG9InzzoAfPnAf7fse5M8//Tfc8MPvY7077nkEMbrOGl1njbAIoTB2hVzs76waKD56xqW8dfvtfPvA3iWHitoQ+JN7fsgXd9T4m3Mu5dxUHdvfEWLp9WcfhgEy805NArEu7rPgQf0J+Dt6aft4GKdRNACcuL2sheSi6VVUA/za5vN5dnmMhumjglne3xlhAfLj5vUvxuPiStY6R6/fJQp9ZG8f/b13sb2XU2pMk2U57WaL4D1puUS73UGoCKkV1aSKzXJ6rSLPK+/nJKWESKdE2rJ7136UmqXd6pMkGmu7pKWEcmmcLLZkmWEwaCGVoFGv0Gp1SZKYVSvXYU1Ge+4gkZJIUYidLMsYhD6DQUaSpMRRTLlcBp9jzKAYVuFBekmEw2dNlJek1QaJLhN8m87OH1NbsYG4XCbftYNSbw9mkNOKDGKQEeUBJ/YwQBCt3oSu1zCtPbRnJZV1EShJ1uuQIMhaLaJaCWsCdtAjUhKPQUhFEsWE4CAfYCXEFG0OQYAKgUxZYEB6cC/ZJ/6G2R/eTvnyZxCdfQa9RgkrDCqAkQIvavgrnokKA/JPfY5yJwMRSFwgcgE771MUpABdTDQ99P0P1hWTTqHI2RludwCRwqliOrEMxQWMNh4RwA8zfKQIOAGBYlVZACpKMFrhQpGHJkMgtFrDxxFHLryERCBwBJQAt2Mbvc9eS9xukQ8GWBco9y3CZIhBH9HvUTMO5QGpcEJD8Eeey2ESKugviCL6XsiCpJx3pGmMTlOsswz6A1Kp0FLR7naRWjHo9ylFCSJIYhUVQymURgRw1hWiLoTimCHQ72UkSYxWcZEzphS9/gBKKRDwuSGOI4QXBA+5NWS5LYaxBIGQCkRACEGeG6xzCCRKKoILKFHsE4RHKkUIkjCcCqtkcUGptCKOI6JYoaSk3xuQO4XzloHR7G/26Y3XaUlFvTzJ/r17OLjrAPfcdzPj02cjxajdZIQjOPfcc/nnf/5n/uAP/oB//Md/5JZbblnSaL7zzjt5+ctfzje/+c3HbWTEiURr1Ot1PvGJTyzaL4oiLrvsspGp/B8II71zcvXO0hXMBe7eM87Vb23wxhvu4nlXBi55WkI+nizSOxuuOo2PuDt44VueQjdbPr5CsFjvYI+RhQpDvRMO6x1xIsJdFJWE8/XOV3+0YUG0hhAQhFqgd1oP7uc33zJOpwPBxsXgGmsxeeCWHeNYP8kxwhWXxEjvnJp6Z8Q7P03e2cXVb30Tb7zhBp535Yu55GmXk49XluCdK/mIG/DCt7yZbrb8YpmAJXjHngDvMI93TqAWbdgpupB3blkQrSGEWIJ37uM33/JbdDptgrVD3nGYPOOWHQ8tGrZ1Iicy4p1Tk3dGOHkIQuDkkRiLo/2dJ8iIa8+7hD/YuZVvzs7ww4N7sWHxZ+TeXptX3fM9rr/kqaxAHNvfWQKScNh3me/v+GhxZ5byHN/f0QlH65IrNp1BLYqLzpFluLYSRbzvST/LZAgoa3BBULYQEXjS9AqiLEMbh+q3j+/vjEzmR43HxVVtCPDgtm1olZCqiN7sDg4e3EVUnSZzjsT3UQQ8gWq1TEAhhSLzPXQq8V4RfMA6S6xLtDpd+j1Ht5ehtKNcLTHRaLB3r2HQB0JOnmfUqlWiqIaxlnarWJVNYkevs4tyGmMyy1i9ShxHSKVJk5Rup0s5LSGFpNfp4Iyh0qhQqiRIBDZ3zM61GBhLqZ6SxF0qNUu/lzNo5ygXs/+eGynVKpRrEzSzElncIMokwWhEvp89O3eia+sxcg6ZxBhjSJOAzQ3lmqab9UilwnSaDESOEIpYBgatGXLvGF8xWfxg4SHrA2HYmiMwQqLRRM7hdGAgLbonKX/ne8hb76J/+mmoZ11O/YkX0qunw3YBQ5AJ8c/+HP2H9uD/5Ua0L0zmoAyHPkaBQwazLsrpQ0F6wtpC1MwLig8MM3RUkXtzyHz2BOQh/hNDwgpFLo4XoIKHIAnlKsQRPniEUGjvCHMzw+YMinOTEpQitgYvih9z0WlSuv0Oap0WBI9FE9li5dtKgyhokSAkTgS8kIdziQqJM8whKnLgDz8XO8yMTkspSaVMbi2tdkYUaSKtMN4TpRoXPAGHUhG1SpVeb4ALrjhfinZvKSXWDFt9hyxnjEUrjXEOIYubfAg459CyyANTUURuDLkxGONwIWCMxbuMOImIIgUCtFQIXbS6yUgTYLi6KQiHFgKEQEqBjjTOhaIqwDukhRAcUslixVEIooFkv5zlR3f9kPUrVyNJcEmZnIh6klCz+3DZKBvsPxJe8pKXHNd01Vrzjne8g7e97W3867/+K+973/u44YYbFhnNd9xxBx/4wAd4+9vf/lM3Ynfu3IkxC9sQTyRaI4oiLr/8ciYmjlMROcK/e4z0zsnTO9+49zx6eXrM1986yfuvP5c/+2LgGRc2ecNrZnnac0rkY9ECvXPe80/nN27azh9/etPyERZCgFIL9A7HyEIFjgynGeqdE+k5XFPvoRK5QO/s3a+OOi+BUHKB3jHtDt+8bS3N7mNX2TbSO6em3hnxzsnknR/TO86ANesc77/+c/zZF6/jGRc+kTe85td52nOeRz5WPop3ruQ3bvo2f/zpTy4fYbEk7zgee94ZRyXxUbyzZ9F5LeadOb552/dodrvHf5ATxIh3Tk3eGeHk4Wc3bKCcaIRd3t9JM8k7Vm3Crz2Lf+43+fMH7+Y7+3fjjjKa7+20uWb3Lt4xtZEk2CX9HT8sqJsPwXDRisX+TpBiUUSGPHSAY/g7O43BHvVIK6MYJQXeh+LchOQoD5oIwc/rhPXBg9IL/Z1e7xH5OyM8cjwuwgsFxWp0WiqjE4XUgiA03Z6lUpuglKTFRNegyfKcubkZmnNzJHFKnKQIIajVajQaYzSbLbLMUC7VKZca2FxRq0/TmKghtaDbCfS6glIloVLTOGdYsarBxFQVpYvpr91um5mZJsErtEzpdLr44YTeNC1RSku0Wq1iyJv35ANHPrB0O12c9+gownuHcBAGBtd3aBuoxhH9dgZ5QshTnFyBnDyfNRsuBZdTlhk25HSAvs1JSxGNybOojK8m0hEu6zJ3YD+234Osi8g7hKxDrzULpo/Mu8wd2E7Iu6jhCo/KcuIAQha5xQiBQxL5iFIuSa0kspAYgxzMULr9e+gP/0/MX/4V1Qd34n0CIkPjMEmD+HnPxk6PF19OFEYWq+IFF0j80NSdnw0orCsqjEMRR3/klnB4xepQW0JhOsvDlcGHvuWH/hsIeCnwY2NIHaGG+ZvCOcTcTDGFIoAf7uekwMmADB4VBFiQDmxQWJ+CjTCyjyAjtq7Iph463gKPDHZIgkcmihYzTAU+FG0V3vvh3x3W5ggCvV4XIQRaa6SSBOEp18rUaiXAApa0FNPLunhvIRTTWpUEJcXh9g/vPcF6ZCha4AQeFxxCCwYmx3pftAsCrU6PfmaGwfoSKRVJqUQUR4AnijSbNm5iYmK8+Ow6x2AwYJDn5NZgrMVaj5ASpTRSKqI4IU4jokSjDrXYBUEkFcIBxuMjw8r1K3jCheewaf1a6uNVJmoV1kysolqbBBUj1eNiLWuEnxDWrVt3wmaw1prnPOc5fOlLX+Jd73oXGzduXHC7tZY//uM/5q677joZp/qwcO2119Jut3/apzHCKYyR3jl5emd/s4YLx8szLt4F6yVfu3Wcq397E3/41jZzP+ov0DuhVOW1r8s5c1Xz2IfSR+kdc+xKwqP1jlTHl+EvungHjbJfoHd8d7GZcLTeCcf2uh8RRnrn1NQ7I945mbzTXLIFfSlY7/jarbdw9W+/jj9865uZ+9FdR/HOOK993es5c9XqYx/oJ8I7T6FRro54Z8Q7IzwOsSpJKSFPyN+JTZNf1JK/P+cSfnvLOayrLCwAsiHwV/ffzV12sKy/s2wF8zL+zpE/R1Dwz7H9nc89ePeiAaTSmKP8nSP3XLCfE4+ZvzPCo8Pjgo2UEJSjGCE8joy+EUTJRqZXn0tjZZ2DD92MzSMy32KuPct4vYwIxSRhNyRwqRTlcpmAoN3rYYwnTROsC1gX0+x0WL1uFZOTJYLXeGbJTRe8o9lsMzUxThJper0eSidMTk4S8hwb+iRJjLWWNE2LDJggqFZrJGmMdx6fO3JjkDom9wFVKrFucgzpc2IV6Js+rb5HqQhRqpH5MivOuARHQqe1n7HJtVQm1tM5cC8yWUM1kWTdnXQPbmVq1WbsxDrmtt1NOWvR6XRQ3tC1bYRt0Z1tIqMKvYEjylr4wSwua6KKHgRkZglBYIUnccWKgpGCXBZJXDJ4ZOgTvERQrJZa0yT+3ncws32S3/hlzLpxvAw4IF2ziuzJZxP9434cEukCilAMMRAQlAR9ZPknhEDITdGGIEXBgj4cnkwsXCEKbVxUHssAlBPC8PyCEHjhh1ljEi8sQYCdnkAoXbwfAqR1+LlZRDhEUwGkICiFlTEBV0wGtb5oSQ0OEQLKe4wcUARrSGRQw5R5SVCCIA+t9PthV0bx7xB8Ie5CADyRVnjnENIjpSBJEoyxSAnWGrz35L0eUngiJVk5NUnf9LE4qtUEJWSxgp07vBdIArm1eF88Fz+sGIi0xjpbiCVACIksa/r9HiF4yuUyxhiEkJTLCXluCVLgilHTdLsdqtUq3V6fbreLtRYvPEorpJBEWqGUhqHxb7IMHSvKaYJ3xWdKCLCmGF6RJBFPetJZvPgFL+eCiy6i3+kScsMgaG6+cx8HW99HVDRxWv3JEcoIpyS01vzX//pfufLKK3n605++wMhttVpcc801/MVf/MVPvYp5PrTWrF279qd9GiOcQhjpnZOnd7AP/6LAOskf/cMZfOn2Adf/7W6STaXDeqe2sc6vX/Ugv/uXjaWrmAVFp9R8vWOO7a5oV/wWH9Y70fH5TDbqME/vuBy2Hz0XS0CQR+udx/YiqWghHemdU1HvjHjnZPLOw48msM7xR//wGb50+61c/7efJtm0ch7vrOfXr3ohv/uXH1m6ilmIZXhneTwy3qkdxTuG7buOmnmwJO88tlENI945dXlnhJMH6fzD9ne07PBf123kBWvP5Bdv/AIde6Qjs2MNH9xzP3+x/myE0ov9HSkXVSQXKKJmjvZ3pPOLpFDQ6rj+Th5HC+6jpWRDubLI31kKwhcvxKP2d8Rjq53+I+LxcaUuRREIHiR5PwOpcS5jfHKCXGhceTVlvZrJVQG5TdM++ADlOEIqRb+f470jNxaPZ645Q6laQUcCYz1VGSEjTastqFUixifLhGCBBjseamFyx8D0sZllxYpxpqcr5CbHe88gz0h1RKlaIjhPlmUoqRCiyGcxxqIjTQiOYAUKhRKSXq+LdwNiLYiqZUrllPGNlyAr02gv6Pd6xI1J6tUpZvfez4Fdd5Gm06zddAnNPXfjfMzk6st46P5b8GLA5Maz2HbXd6jM7KDUWE2zOYOTA3xvjiitkpRqOGOY3bcTFTuky4bjAwR+ULQtEQISjxehoBkRMLIgASckh+Z/Sh8hrUZKh3zwLuwXrkO8+pWgAzEWE0XET7iY/F9uJeoXlT3hUOZx0XtU/BEF0SAgWIMkFG0QCHwAHQLSC3xmkMYhERhRiGCqKU4MQ9xDseIlQiAEiVcFkcnV03gxzOzx4Hp9wtwcyh9ZjRJCglDgBUXpckBaQ8AiQsALh5QG4VLkMBcoBPCq+DyKEApRFgpj/DCdFaUAHPkvaCWRsvg/BJSQZNaSO4cIoCJNlMREMpBIEN5j8pxKrUI5eExukULT7fSBIvvLA845hFDIoZjs9QZoXayaG2NoNOrDSAGBdx5jDNZalFAE54oBi0JQrpYREtrtFi4IpJRorVGRohJLpBAYY/DOE5whUpphFFMRcRJFQMA6N2x/CTjrKNUqbD7tXKQocuvOuuAShJd0TOCe9o+ZWNfGuLx4H0YY4QRw7rnn8qY3vYn3vOc9C+IyPve5z/He9773hGMm1q1bRxRFx9/xBNFqtfjc5z63YFuj0eDFL37xY/YYI/wHwEjvnDS9446KrzlxCO7aGvPhP7G87r2goiN654XPz/n9j1vmekv9homiHG6e3tkzV8a6ZaoDAyjjkcjDekfEx5bh1TjjeZdsJ4izD+udZjNw/Y82Lz780XrHDVvAH2OM9M4pqHdGvHMSeef4A/OWw11b7+fDf/JHvO69f4CKonm880J+/+N/zVxvmZiJRbwzg3XLDMw7zDviYfBOwvMueRJh3nVWs9nk+h/detSexTD1hbxjH2PeKY414p1TkHdGOGmQLjxif+dcZfi1087ig/fcgZ33Xf3yrp3MrDuf6VBw2nx/J8jFumZlpUok5ZL+DrlZ0GUBEBJ9TH+nY3L+eddDC+5TjWJesG4jqt2f5+8sl2HhEEE+en9n5C8/ajw+DGYgKEE2JH8pAzLqc3DmIaY2nceKNRsZdD2xgP377kNHMYRAnmf44Gi2WsSlCBPyYuKlLCb/lkoVhPKgPRtPP4dY5MzO3odngLMJ3sVYaxCRIM8MnXaLWefo9w1SSGIZIWJFls8SRxECQTmNUEqjdcB5g1SQWYsZnkuUpDRqdXI3wMuETE2iKVOtbmJ8/bnIKKI1u580lgQfE49tproSQjewc/9eQmuWKJlmYt0mZnbcys47b2bdJVcwuXIVSLC9WZQb0O/OMegcIOp1aLUGJLEiG7SJfCDYrCCUIBGZgSBQXuCHFzWCoo1JBtBBYIXASon2RVR77DxeGCIXCN+9A352D+KMTWTKIdGItZsIjXHi7ixeCPyRoItieIFSw1asgph8bgqtcSg4XQQIEhnA5Rne5MNGikKsybEaQUm89BDU8LvukaiidSGO0aumyUTxHGQImFYH2emhgBBEQayyIFolHCL4wny2FhEEgeJCTHo/XNMPFAMaAqooSqYYDyhwqEIAhGGO2ZAwxbCKQIiAMTnWWrQoVtizwQBrLQLQUuMDeOOweJIkotcbFMcYHjeNI4IXKCmwtpiS7J0r1t2UJniHFIpAsaqdpimNegVvHf1+j1JaQkUJAgEejDNopahVK1SrFSq1ClEUcfuddyCExiOJYo0PDrwbvvIBvEMphXeWSEdoXTy2CmLYouZRkUZHEQ6HD/D9H/yY7Q9to74yZt3Gs7E2cOedt3PXD27FB8f+g/ux9tj5dCOMcAhaa97whjdwzTXXMDMzc3i7MYYdO3acsMH8kpe85GENBrz22mv57d/+7WXvY4xh166jywZHGOHhY6R3To7eOV4V37FgveIvvriJV736fibOnT6sd6J161g90WOutzjHWAiKyp15euer95xD1yyXAx3w1hBIDuud5150P++P63TzpXOS4yiwdnNEmKd3XLtL8OPAwgxmhF+gd+QSg1MfMYQoKo9GeueU1Tsj3nk88o7nL754Pa969euYOPesebyzmdUTE0sazEvzzl10zXKfu0O8wzzeuYj3xzHdZbKj4yhi7eZNS/DOUhXV4STyDqPrrFOcd0Y4OZA+PGJ/pxwCb1i5mY8/cA+z83jDBtjlA2vxS/g7clEoxbM2n04lisHki/ydYPJFRu1Xtj7Am+vTpDJa0t/JpGBv/yjOCwHZGyzwd5ZdTAny8EL7o/F3lkjfGOFh4rghTEKI9UKIfxVC3CmEuEMI8ZvD7RNCiK8IIe4d/n98uF0IIf5MCHGfEOKHQoiLj3sWAWSQ5HmPgeliXUBHKROT00xNrqS5f1/RKlKdoB8k3b5h5mCH5uwczV6HWq3OihXj6JJGJprJ6XGUVvR6Of1+H9M1tOYeYMf2u3B5RKQatPbOoTykYwnVeoVIaIIw9LIBWpYplRNkBCJ4cgPWCxwCLyT7Dzbp9Q1CKZCBrJ/hDRig5SFEdbRM8aRsOv85rD/rGazcfCaNVVNEtQqVxhTImNJ4hdWnnUt5bA0hgvVrVlOdOg2lHLu3/pjK5CbIZtlx+3cggFEVBnO70aZHOUlpTG5AEugdeIC5nT8miJzmbJtBs1msIgeHzLro4EAIrAQZNBJHUMNiYxSxD8Su+Ho7aZFBYKXCCk/U6eHvuB2CLVaBvMJUE+yKKh4Fwy+7lQIRJGgFqmh4sDIURGBzPKC9LExrhgHtISAHA8j6RUsFgJCwYhohNFaA8BKCxEtLkAEZJKZRx6xdUbQceQF4xM5dxN0MQl6smPmAlQohHDJYXIgJIcIFi/ABHxzCm6KlaTjJ14eADwLvBcFLbCjyjIoOijA0pouUIYkDD15CCBZnHd6CCBKJJIki0igi0bogfDzeGYx1OKEJMsLagAqSVJWQTpH3crx1hYDzHj2cPuxdTrmUICjEUKVUphTH2Cyj1+mQxgopPKVSGa1SEBFCR+gkQUUKoQQrVqxECE25VBt+7T3eW5yzhNzhjUMB69au5YwzzsS6YniFA/BgnQetUIlGx4o01dTKKcHmbH3gx7SbbWqNCfCa1twM//LVL3Pjtz7Pg7dfz9yeW3F28LCI6SfCOyM8btFoNHjJS16yYFur1eLv//7vT9pjLjXA73h4rKukR/jpYqR3Tm294012vFf/mGh3FV/9p2iB3knHA8+/4MHlPjHDVs0jekcsV0XIsPUyHyzQOys3xxyTQrTGrJ5aoHf23tPFmMUlNnIJvfNYluKEkd45dfXOiHcex7zT5av/dP1RvFPj+RdctNwn5mHyTliCdzYfW7totQTv/HhJjbQ07zx2GPHOY887o2usUx/Ku0fl74x7wbPWb1lwzI7NuX7PfUv7O0otNl69W97fyQbAwgWpvd0OzoVl/Z28Ui4WzeZhVblG2YRF/s7RcR2FUfzY+DtFQsbIZX40OJEKZgv8Tgjh+0KIGvA9IcRXgF8BvhZCeK8Q4r8A/wV4K/B84Izhn6cAHxr+f3mIIj7BOtBBEkmF6Rxk+4+/zb69WxkMMk4/cx0mWPJextxMi8hDOY3IjKU7u5/eIKFULRGriK33b0WJEr2uodPtoMT9tHdbRFQlrQpiNSiyvKQkVpJBv8PkRJ24qgg4TMsgjEMnEYGcvOkI1iGlx2QDlIxpd7p0+5KklBD5GKcdIoWpFQ2sGVBKI4Q1zD50K9VV69i/y1PNM6pTaxlftQ58j17zAPTaVCtVZKXO3J4HkapMSDT7993HihVngy6j7YBu7wCTtQb72rtp1NYi0NTr0zRn9mKA8VqDLO9RKVVRSIRQWJ/hbTHYwEsJ0pL4QDcqEQlJrj0mitA2UOoZdCiycJwMSC8RQYC0sGNbkU+lBDKYYnJyqUquNcrnKC+GGTpFfEVBDsUXFoDcEoarskV8eiB4T1ABl+fQ7MJqi5cCvCJMTqJKZXS3U7QzeItyCuEBLYjWrsJXKwQRGGhH5IAHtyKsIxcSHTzKFWtuRZj8oQusQHAewqEJvoe2cqQqmWFlwPAf8y/NwvDP4YSMw20ekuBBKUV/kOH6fRCCarVK1usTZEDHEbbTIc8z5mZmqdVqJFFCp98DLej3MzwQRREuy1FKFoOipcQ4S61eIxsMSNMEpRSIgNaaOI6IogSlNP1+v1iRDx5rciIlMbngYH+WPLfU6mPUag3y/CDOBvqDHCkFkQSBIFIJ3nhazRZpEqO1YnJigunxCR7c/hDWO7xQaCnwxlKpVWnU66TllEsufjJjtRVIKTB5Rr/Xoddv4p2iWpYE97AF58nnnREet9Bas2bNmp/2aSzAtddeS6vVWrDt4VZJj/C4x0jvnMJ6xy76nTmWubr44sF5xa7t+SK9E5fKyx9CHqV3jmH04AKi2YVQmad3JgoTbUkEXvKkHdQmNH6e3vnKjZN0s3jRuSytd47xEjxsjPTOKat3RrzzE+SdhwfnPbu2b32UvHOM3GPnh7xjT5B34CVPegq1ifGjeOcGutlRJuayvPNYEs+Id04C74yusU5xFN7Fo/F3AmuXyDI2Qi7p7zAv9/0wnF/W3/HWLdYfQiDiFJ0PlvR3vrBrG92jFrGuWLOBmorIg53n7yzDL8EjUI/a3wmLX5YRHiaOazCHEHYDu4d/bwsh7gLWAlcBzxzu9nHg6xQkdBXwiVAEr3xbCDEmhFg9PM7SJ6FVESXlPK1OD2dzKrWcVns/4cD94AN3N3ejKlNErsmW9SsRQTDXnCNklhAFRBzR6WZMjo8TyYxqucTUWAlja2Q45pqeNZsupFaT+Gwbc50W7ZZHdHOq5TqNyTFa2YCplWvosZtBv0nWD/hYolRMnmVUqwnVSgXvQaqYbrdPc7ZHJVWk5ZRyPcEO5lAhwkmBNzl7d/yQufZu1my+nNKaCggNSiNVHRV7dKyY686SxDFJLHDWs2bdaex4sIPpt+kPunS23U1lxVp6nRm8cXQ7cwjvyWf2kpRqkBuq5Rr9PEPHEUm9ipcC4STknoAkchqExJVSkqt+EbV6Gl1S+ERj774f99l/Is0tVgasGq4Q+wgCJL2i2oEoUOQXD3/sh9M3Qwh4HxAULZQsmE4cwBgOBbOHedM6RQBhLOHAQYI8DeXBSEvSGCdfu4rQ2oN2gSioImdIgo1T8osvQsY1Qgg4BWl3gLz/fqTzeKlBeoQvTsPJot1JDAnm0A+wCIfI5DB1Ds92uOIl5LwtQ+oJw+dziNqEKMhSSISQVCo1uq0ZgvfoOCZ4T7mUMuj3yQd9Yq0Z9HqkaYngAp2si9SKgGSQm2IithAoKamUE6xzSKnwAZx3RElM8AV5Wx+IIk0EKBXhvMeYHKUVSgm8lzjn0FozyHKMnaM/yOn1CnGkhCwEsocgAlEUoVXEzMwcPjjWrl3NueecRaWccsH5F7J7zx4G2YBdu3YyOTnB9275Hv08Y93ataxcO8HPPfuZrFm9ieAt9959Nw/c/yBJEiOpEWMI4RgX3T8l3hnhJ4dWq8XLX/7yBYP7Go0Gn/zkJx83Bm2z2eTaa6/l13/91xfddmjI4PxM6CiKWLdu3U/yFEc4yRjpnVNb7wSz8Hemnho+8Tt3UF9ThkQQIsXBO/fwmg9cSmeZSAqR54ij9c4xvJuFk9XDcQxmhz94kCBXHtY79cmEKy98iI9/67RFu1eTnFe9ZDcyObuodFOg2oZt9/aWPhdxtN55eL+7x8VI75yyemfEOz9J3inxid95O/U1qyCRQ975Ma/5wPvp5EtXOy/NO8u7HI+Md8Q83lnBlRdeyse/9S+Ldq8mCa96ydXIpDGPd3psu/eepc9lEe88lhXMYljMM+Kdx5J3RtdYpz6KGXVH/J0Z4XnlXT+g6z1BAVLSEJqPrj+HlSIs6e/ES8TZCJb2d5YcrOf98v7OEnE6bWP47IEd/NrUxCJ/Z87Dhx+8FxuO3E8LyWlSL/J3loiDHp77Y+jvjPCo8LAymIUQm4AnAjcDK+cRyx5g5fDva4Ht8+62Y7jtGCQkkAKiSBK8RscSa3vgMsolxWzXM1WOWbluNe39DxBFKd1Ol16vz+T0NNUa9PoZB/f32bv3AN4aOp0+STnBBYfrCbpOcmBmLyFM0pnR1KrrSfUsHXbheoqduw9Smt5Ix5awBErlEuSa4AMOTz830JcobUmSBK0CpSQi0oJef8DAOPr9jLFaCRv6dKxFSEla0szua+LdjyhX69Ts2aRRFRFLWu0ZylGFscYY3d5BchkQYYZOE+qTW5D9OUw6xqzfyuDgQ3SaM0gvaJRLVOo1eu0D9NoHqJerdNpN0vIEupSwauN5BKUQmUVmbZwwKKeQAvqRJFz8BMzpm/HCQQiofo5INIkREEooZ0E4rMrxWuInJpCoIZkJgvOIVpvYW6QXBBEo1rUEXiuCkhBAiOKLK4xBBF98dYU4LEIgIJ1D7NqF8CCEIo8sMk3hvPOQd92DCj2sLAJyvPQMTltD9MQL6KuiLatkBdHOvZid2yC4YStXwItQVBcLeYQ4QiHCQnCHz6cgxeHZzMveKc79CMEcJqFD/xYgZDHcIgTo9Xr0ej2sdXgCzlqsUmTGYEyOwxPFJRrj40Q6YjDI6PUz4jRBBonWEd4rnLPF4JNBlzRNiZRERTHWOTrdLpVKBZQsKgSQxEmKM5ZBnhNFESqSw/D7QBInRDoicTGlchnnHElSPHYcR0gh8d6jNEipkFJTLkc4l6OkZN3aNczMHOCuu+7kCU98AmmaUK+VSaKY9hmnsXX7DlrNJmecv456o0oclej3Omzd+gAHDhxElxOSqEpvbsejqmY4ebwzwslAvV5fFG9hjOHmm29ekKk8OTn5sCIpjmXobt++/WEdq9Fo8NKXvpSPfOQjh7dZa/nOd77Dq1/9arRe+NP4wAMP8NBDDy3YVq/XedGLXnTCjznCqYWR3jm19E6nrfnSnWcteKWVhnOeVaJyztRhvbOqlKPUco5xQFWqC/ROnsP2vUtL5TX1FlqzQO8cq5KwncV85eZV/KdnHtE7aTnm0qcM+JsbPdYvXJw/bV3OxqeuIpund3oPtfjCrZuW+Wgt1juPJYIc6Z1TV++MeOfk8E6XL915+4JXWmnNOc/6OSrnnDWPdypFVewyWMw7hu17l34719QbhUZZwDvLf9fb2YCv3Pxv/KdnPn0e75S59CmX8Tc3fh17lBF02rp1bHzqU47inR184dbvL/PROtm8o0a8cxJ5Z3SNdeqhGsc8f8tG3OCIvzNQgdvmZmjaI9dCY1FEf/M5WL+0v5MlCzuhtJRsLFeW9Hd2dTsLzF8A4cOy/k49innuus383dYjC1MueG7utHnNxGpUyBb4O7dL2JktXDyvas0Lp6bALPR35JIGcCDgh3EXj97fGeHR4YQNZiFEFbgW+K0QQkvMe3NDCEEU79gJQwjxfwH/F0CplBR5SrEiScvYkOODoFSuooSiEXkGB3aye2ApCbDGc/BACyFSpqY30rezGN8mLkFnbpYkiihVy+gkxXrottogY1y/SZZWcOlmVmzayB0/+CcGBqaqFUrj45x1yXOxRvCdrz5Y5IcHMLklKpWIA1gbmJ3LWL2qhlSWBEkqE8qlMu1Wl2Ak7bYlrUg8gkiWKCVjrNxyJvVSmbltP2T/rvuY3nQxlclpmnvup5l1KVcnyI1FBEmvdRCVSRorthCVYvJQZWxVG9HehvKGgQpE4+tQK9ZSrzUZ7L6bducg3U6H1etWE6cRsS4Pu6c8uIwgHU46hAyIkBM6TQpzVyBFQE5NklcTbNbDBYkXAiUNQkhUqY594oV4NZwSGiSu1UId3I/2Foc63FYQAKGjwyvrh1oNRG6QofjiE8Qw26YQItI59EMPkdscoSqUrcdJTXT5U2ndfTeN2+9BuZxuFOHWTVO/+hdxjQlUyDASYhOT3XYHutNCBIidwqiAHxKEF8PV7wAIT7BuuMIVDuf8HD73hZ9phkNODw/RKPY90pjhQ8B5P9xXMugPcCanXK8ilaLT7ZL1+6hIUapUQAp6vT6JB+M9LsAgN0hri8EVOkLrCKUUlYokjmOklMw22+zfv59A0eKllKJSLhNFosiTppi0LSTIIIq8teAJwZGkZeI0YfPmTbRaTXbs2IFWAmcNBEiTBOctznnwllKphJQwyDJu+vbNKC2Zm5njoW3bcKFILLroggs5++xzqDXG2LVnD83ZLs4FvJfk1hInEes3rGX7zH5a7f2AnbeG+PBwMnlnhJODKIoedbxFq9Xi2muvXbDtWIbu5z//+QXV0ceD1pqnPOUpfPSjH11Qlfyxj32M1atX8853vhOtNcYYvva1r/Gbv/mbi45/9dVXU6/XT/xJjXDKYKR3Tj29Y51gX+eobojgodMCpg7rHXWM1vBqyfCc5/cxqnFY77RmDF+8fdOS+7/wnHuplFaSEx2JzjrGgCvnFbf8KOUluUVF0WG9c/UrA/ff8wM++MUnYL1ES8/l5+7mz949S2NqBf15euf6LyS0ekufvxcs1DvOLpri/mjgR3rnlNU7I945Wbzj2NfpLHzhD/NOOIp3li67q5ZKPOf5z8fMu85qzRzki7ffuuT+LzznfCqllJx5kX12eVPXec8tP7qNl+QDVFSbxzu/zP333MEHv3g91nu0lFx+7rn82bvfTWNq5VG8cz2tJQYOgliCd9yId04R3nmsOWd4zNF11kmGFpIVpZiQZ0f8HbG4yCYIQV6KsLld5O/00Hx5984F+1d1xPNXrUX32ov8nS/cdzedo4aCCu+X9XfiEHhKfZzPSrlgEeu6rfewwUv+741nkwpLU0n+tXWAd/z4h4viMZ67YQtjwSFCWOjvDL2do/FY+TuPJX/9R8UJGcxCiIiCgP4mhPC54ea9h9ojhBCrgX3D7TuB9fPuvm64bQFCCB8GPgwwPlYP/UGPXq+LiqNhYL5Cqpg8t5h+i55tks3MUC3FtOdm6fWbIDTtdg81vpk1k1X2776fPMsoaUEkoJaU8VQpn3sh7f3bybqejWf/LD4xbP3BP5OGWUQ9IUkrqCjB5ZLpqZVMjK/AdveiIoHJBwyyHBUllCplymlKkB6lFVGacODAfpQQjI3FtDp9cqnITU5JK2Kd0mkdxPi70FMrGPTn6HTnmN36A1ARxvbQWhM1VjG55RzKfg2Nymaa+SzSZ7ikSjKRonurcN3deGHQlRVEpZjGynVktWlWT24g23Ubg/vupDm3j1ImEb6J9IbgAs5ECB8RRFS0XRmH2rWDcMHZWKEAS1i7Fn3+BZgbbyLJi8nI2ikGaZ3w5KcjLjgXqwTgiX3A3XsvojWLDwKjPBpxaHAoQssjAe2++AEWuSF4V6gPXzQgFD/MhcEc7t9KtGsH+YYzwENEIExNEf3GyxH/didh/wGiFavQTzyLzorVBKFQOGKnMc0W7ju3EBuPCB7hfVFlIwLIIofHew8uFKtSw3YOOa9pAlFMEz20KQzJMRwypw9VQvtDK10SKMTOoYoEaw06ivDBFCIkBHJjQUriOEFIVeTRKUWn1yMAnqIFpVGrYq0rKgvynEjHCCnp9fp0ul0GWY4vuJt+ZkgSGAwGhBATRxEhBEqlEsYZvC9aIeO4mPaulOCiiy4iywaccfpFrJieYPeePczNtui0e8VxfUBLBVJgbM7YeAOtFTNzbTZv2kS9Ok4/71NvNLjssqfwpEsuZtXK1dz/wP3c8I1vEZUSSmkNITWV6hiXP/PniGtjfPST13LgwJ1Eusgre7g42bzzSITTCI8MS1UMN5tNPvCBD/Cud71rQcWwMYY//MM/5Mc//vGCY6xfv/4xHaj3ohe9iLe85S0LqqqttfzBH/wB3/zmN3nta1/Lhz70If7t3/5tgQkNhdn9+te/flGl83J4rM99hJOHkd45NfXOUjEWrX7EV2+c4qUXZ4f1TmXjBK97wf384WfOxPojRq1Wnje/ZDun/cz4Ar2z57ZZTL52yc+KVGqR3jmW0QPwD99dzbu23UP59DVH9M6KcX7nfX2e9/Qf8r++tplXX7Gdi6+QhJWr6c3TOwf3G/78s1M4v0x/KAv1zt5mfcFzfHQQyJHeOWX1zoh3ThbvLJaRrX6fr954Ay+9+IJ5vLOJ173gSv7wM3+3wGzRSvHml7yc037mqUfxzm2YZeI0luadY8dS/MN3b+Zd2x6kfPr583hnBb/zvnfzvKc/g//1tS/z6itewMVX/Cxh5dqjeOcAf/7ZT+KWaHk/hIW8M7eoKvrRQA6N+RHvPLa8czI4B0bXWT8JBMAf5e/UdczzNp/Gp+69+/B+HWP4yLatvH3NBiruiL/Tjir80fb7ebDdXHDcVeUyyaC3pL+z1Bspgj+mv/OLEyt4t9Y05xnTNgT+bNvd3NyZ5TUXXcpHbruZW2b24o4ydWtRzK+vP4PY5ohgF/k74iiHeVWtTqQE0j16f+dIjMYIjxTHvToWhe3/V8BdIYT3z7vpH4BXAe8d/v+6edtfL4T4O4oA+ObxMnqcd3ghkFIRHHgpiHSEtx4RwOkqQTgEMXv2H0C4nCQtYa2j3Wxz9mnTVMtV9my9i1q1Qr1Uot/vYWXEitWns/6Sn+fWb3+N/Q/dz10/+jYuTahPX0CtsYFyfydNG1MqlcE22Xb/djQDwjDkpVQukbctxufk3ZxOpIhTxfSKKXRaQaSB1qBFIhxKeTIrwUvSJEUGMFhMb46d2zvEpQRBRCQ8IXRABpQcp1yZBl/D6UCWt4mU4sCOH5M2Gmy+8BlEiWL/wbuR8Rg0phkceBC7cgvp2BpMfz97mjOsXLma3qCFkJq59n5AEWyGMK4IdBcC4QXSgLv7XqKfe2axqoWEUkr68pcQyhX6P/wRuTHo6gS1Sy6l+/ynk5dTlA8oH4g7TXrfupm0n0GIgAznQTFkHykXrGYLAsLaIekMJxh7ONxKBcQzTfKv/xvyl9aBjBkEg1YRemya5pVXIEKOEymp9UgvyJUnBE2ce9xXv0Jp21a0lUgsXgYCqljBkgohh20bohAC3rnC9A4LybLoMguHg93nr9rh/aGl+eKc5618CVVkFeV50e7knYM4IjcG4z1JFBNF8XDlXKN1RPA98twQRREByPOMNE0RomgDs8aR24z+YIAPIKVGSocLELyj38vwSfE8CB4pZSE4PQwODZSIBRs3rGfjxvV0WnO02y2mJ+s89bJL2L//ANVKnTvvupdv3/QdrFF4X0w7FpFCa0WpUmWQO1xQrFq1krvuuYs8zDHbblOq1ag26oyNTXDhBReyf+YAcaKK76hKWb/xdJyo8tUb7ueB++8u2jAfpsT4SfDOCD85LFUxbK3lve99L8YYrrjiisP7fuUrX+H973//orzjN77xjY9pXnOj0eC3f/u3+b3f+70Fj2Wt5etf/zpf//rXl73vK17xCs4+++wlb1sqruPFL37x4yZreoTlMdI7p7Le6S2q4HJeccsPIl6aBXxFFnqnInnd2yVx+UG+emOCyy1xpcLzftbxyt+MMNXosN6RrQ7/628nFg/UO/R5UWqR3jle/mirq/jwR2q84T05kVaH9U46McF5r4l4/6t7OLEWltA7X/xYm3t2TC553HWNNpF2w6zSQu987f5z6Jmls6YfNgRIOdI7p6reGfHOybvOWsw7nlt+8H1emuX4SmXIO2Ve9/a3EZfLfPXGbw55p8rzfvZZvPI3X4+plubxziz/62//hm62TF6zWnyddby89Va3y4c/8j95w3veQ6TTebyzkvNe80re/+r/AyfSZXjnI9yzY9uSx13XGCPScsF11tfu/zE9ky+5/8OGKKIlRrzz2PLO6BrrFEcISLvQ34md5OK0yrXzKoZdCHzo/ruxCJ5daeAEBBnzrQPb+R8P3LnA1NVC8pqNpzMZxNL+zhIQIRzT35nKLf/59HN5/90/XLDo5ELgxoN7uPFfvrDsU3zh+k1c6MOS/s72ThvjF3LeMzeeTlkXg18fvb9znNd/hOPiRMqvnga8EviREOLW4ba3U5DPp4UQvwo8BPyn4W3/CPwCcB/QA159vAcoQsQ9znmcdcRIgvIQHI1ajWpuybIBlgivJF5GxCKi080ZdHrs/PHNSJWQtWZJyw1qKzeQz7V4aM9OVp4+xcoNGyndv4ozVp7FmadfyExnP+Or1+F6B9l5+z9SE1UienRnt5ENZgi2SRQJmp0OWR/MIFCrNQgBZpqzCF3DS42IKmw5awtUKsw+eDN5Zwe92QzrHa5tGJ8YI0o1ZR2wWY7sS5wKdJGUylXSqEy1tpaxtU9ElVJUmtA3M2SdWcZqk+zevo01m9pMr9lMZ8VaZrY/wPT4WiIpyftN+lnOoL2LrHOAzAricolqdRVJUgMvwedI10UJixMCj0d7RX73feiHdhKdcTpeREgxIJ+cJn7lywjNZ1HpeqjV6Daq9LQidgHtQXlL+/u3ktx1T5Hj42NwEoItwt9DQOlo2EJUvK/BO4LJCUgUnmLOaBjyT0EB3hnCN76HPO8izCUXgFZoHwhBEdkIKT1WBqS3OOWRHpJcMfi371L+p3+i3Otig0YQcMIjQkB6wUAqnCpEtdMS4Tw4jw8KGSzyUMlT4Ah5HmaeYqMIhYLzSIIPCBWKigE9NK4pphCnpRSpFcY5YinQKiF2kMQJ3juyLEdISTvv4H2g1+uTlsukpRJJoul0uhjjsMYjdYQ/1LIhBGo4gEIphY40BI+zBlEqGFApCUJgnMXkhijW6Cji/PPP4xnPuJyb/+0mtm/PyfMMIQJjjQZPfvJTecpTnsZ3bv4u3X4P5yxCBur1CoMsozE+Sb0+xlyri/c7ya1l633b0DqmVq3j8ozZmTk2btzAiulx4jgCHIGIIBSl0gT1ynpK0RTe7lyqk+Wnzjsj/GTxspe9jGuuuYbbbrvt8DZrLe973/t43/ved8z7nnfeeVx99dWP6florXnjG9/IZz/72QXndDycf/75vOlNb1q2evnhxnWM8LjCSO+csnrHLplB+dl/W82v3rqT0y7jsN4x0xO89vcy/nPzAHHXQ81iGlX+P/beO16us7z2/75ll6mnS0ddtmS5gwvYhkAggRsScm+qDcQhJiEEcgMhgZCEXwotuYROAknoLYReUi4lufRuXMDdlq3edfqZtttbfn/sObJsZFsGq9iaxcdImrNnz56z96xZ73r2s56eju+hd6775hz/dvWj7/NcKq1+VO88wJ2Exine/ulV/MLPb2XTz4wctd658b8P8LaPrL3Pu5effvYWqtVxClE/pHfEEX4fPxnEQO88TPXOgHeON+98m9+94SY2XPa4w3hnOb//6lcexjuNPu+oe/HON/m3q793n+dSaX0E3rn/GRTGOd7+6c/wCz//P9n0M09+ELzzZd72kQ9g3ZEN7KeffS7VqqY4bJ014J2HBe8M1lgPa3ikTVDC3sPf+dXxST40PMptczOHtrTe884tt/HOB9jjpnqTy4fGUfmR/R1/pCvM+fv1d5R3vHDZej6/Zxe3tuZ+9Pn3gTPrQ7xsdDlDWXpEf+c/7/jRuA6cf+j8nR+5P3qAB4sHNJi999/miEknADzlCNt74IUP5iCEKCvp1nXJigKhStNOCkh6KYhymBpFxvBQtfwyCAKmWKRWUwRY9s5NE1dXEg1vIJ5cxUXnjjL3f99H0sqQ1Ljk8b9EvdFA64hVYhNgsHYEL59OOrud9t47aU/vpygWQEps4fCFxFvDULOCEDnOCpq1OoEK6LQWmZ7t8tjLzmHZWY+mM72NuDbHmI9IC4fRnkQK6BqyekytCYgqQkVoHaODGHSAr46T5/OYXkBzbCXLJh/FzOweVpx+LibezN67fsDw8lU0V53P1M7b8XkXryVRpU5mHL35g1TCcXxD0BhfgU0zlk2uQEiDKyTaSLwvk2WUE1jpEfOLpF/4byrPG6fdGMcToZ3Dqoh8YiXZMkloQHmILYAgDXJGbthM/un/Jup2KESBFB5tIyQWI8opo1bHOOlxXuARhE7g8wTnAwKTY5Uruw/6JCS8x6mcaHae7vs/SdUUpJeci9Ex2mm8NuAdTki6QUjoPI25edIvfx3/318hnm3hceTKEFmFsg6nc7QJCboWdedWYh+TOEPUTeHOnQgjsd4h+1U3cS/iPNTQ43zJq1isjJHSAI7AB/TIDw0SdN5hrCUtTFnlRtDpdskLhzdgigShJEGkKGxBrdqgOTREmhe0Oh2SbvkxVCrAkWGKAmMMYRSV01uVJAwDclMQCEmzXmOpXGisQShFlickaYZQsmzwEJJLH3cZP/2kn2bN8lV86Sv/zdnnbKLWqDMyOoEUIbu37iAvDKnJcdYSasGyiQnSNGNhfh7nJVlRMDXXYe3q9cRzLXZv38f3v3MNOhCEoWL7zi0861nPYKixEulVf/CqRSpNY3I1Gx/1UxzYcRNCTvFgcDx4Z4Dji2azyYtf/GJ+//d//0EN5DvvvPP45Cc/+aDuAG42m0dlSDebTT75yU/y67/+69xyyy33u20QBPzcz/0cb33rWznjjDPuc7vf/M3f5D//8z8ZGRk5FItx+umnH/WxD3DiMNA7D1+9Y82RT1u7p3nPuxVvPrdNMjRy1Hrn4Dc7vOjVZ9O7j7uXAbwO76F3kiTmszee9oDXQCfRPO9lq/jI63ew7ilD96t34pkWX/74LC9/5wa2z47c5z4/deOZPO07u+lmFbrOEWY52zc/dG2eAhBSDvTOw1TvDHjnePNOj/e8+59587lnkgwtexC88z1e9OpX08vS+75edHAv3sn47I3XP+A10El6PO9lL+Ujr38j657yhAfgnVm+/PGP8fJ3/iPbZ2fuc5+fuvF6nvad79DNFF1X9Hnnrgc8lqOFQAx45xjwzmCN9TCHB2nEj/g7Q5nhqjUb+Kv5WcyDKPSc1Rzhnedeyqgx9+nvOO4Zt9WMIi4/5xzcXH6//s54InnXOZfxu7d+l83thfs9Di0kT5iY5DWnnc05TuKdPaK/c+UZj+bLaYt6EJRDCI3jbBGiHip/R/64kxQGWMJRD/k7lvDOo5QiCAKyLKdarWBMOUUYwONw3qO0plKp0Gw2cMC+AzMsthfpTR+kMrKKpNdl05lD5N1p5vIFqlHA7l1byArD8MgICIeQBi8U3iuEbLBm/aM4QMquO7+O8zm9ToGQAl8EZLkjtyC9x+QZoY6p1qoEkSbNEtKO4a5bbsDHdWIR0CGg8IagGmO9pVofwncWkYHA6BilG8RBBeMl1aFRWu0W3vVopVXGh5rs2/1D1pzxOGrjp5EWXSrakQeahaltTKw5g+rQGAf3b6U2uppqt0WazZC2WyzfcAnjayYxWtOdPkDar8qIIkXY9NC9/t6Dco7IF6TX3oyd+BLxrz2FXm0M4R2KnLjfwiCFxqExQqJdSu0Ht5B+8DPU9h8AJwltRK4t2vdwXiJ8OVDPBWUl3giLRBBmBpsVCGcO5fKUxCMQ0uO9JzAWJxNq+7fTe/cHMLdeROXxlxIsX4ePqnhpiG2KXVzA3XInyTevRW/ZSjNr4USOdAHSevxSho4zZSX+rq3kr30fTrVQhUcZic4LvM/IpQOvkK7MR1uaKnqIj/v5ZmWdKwBh8bLAyYjcabwoENKTawN4rDVkaUoURSRJQrvTQsoAKSU6kOgwpFav4b0jz1LSJKXTTciNJY7CstVPSkxhyonF1mJNOelYCoFSAoXEGkOn2yWKQrBQWEO3l2CswyHQSAoMSeK54Yab2HTGRobHRjjjrDMZGR9jdHwUpUJ2bt9NY6hBvVFFzbVBeLQOGBkdJYpCpmdnmZ+bo9PtUalGTB08SJb10FIwN3+QTneRMNSsXLWS4YkR0IcaTgCJEQ5Rj8jikGWrNyGu++7xIZMBTmpcddVV7Nu3j9e85jVHZTKfd955fPazn71fQxfuOcABSjN4cnLyqI5p06ZNfOELX+DDH/4w73//+9m6des9fr5hwwbOP/98XvKSl/D4xz/+AXOXN23axBe/+EXGx8ePOqN5gFMHA71zjPSOyY54JyHAR766kpWvP8CL/2KWvDH8gHpn99cX+O0/Wc+W/bX7PZdCyXvonTzxHGjd/3OWcOf+Or/y4vU88xemec5vTLNhQwUXVkFZYpuybZfk9msz/vnD43zv9nWY+8ldBtiyv8EVz1vDXK+K9Q9V7vLd8ECuDAFqoHcehnpnwDsngne+wsrXv4EX/8XLyBsTR8E73+K3/+RlbNm/737PpVDqXrxTcKB1dF1Td+7fy6+8+IU88xeexnN+40o2bDivzzumzzvbuf3a6/nnD3+Y791+ywNmKW/Zv58rnvf7zPV62B8je/yB4PF93hmssx6OvDPAsYJHuBx8ucY43N95dmM502dfyD/cfgPmKD6TZzWGef/5j+NcB1h/n/6OvZcECaRkdVRBuN4D+jsXEvDxcx/Dv7am+dSubezq3JOv1g2NsKnS4PfXncUTdUxsujiR3qe/c2ZH8fHTH8Nw3aKsIFryd2z7ofF3yuyhAX4CnByrX1EOdmo2GlQqpeix1tDpFNRqNYwtsBa0DLBKkBtPkib00hRjLL3cstDdjlSe735tinhknHp1hPZcC60SvvPv78ALiQojRsYmmVixlqHxSZojY+gwohKM0l5cRHQ6GJMilUWJGnElxmUWFVVodduk/TysTjcnCCWx1nTn97Hv1u8RmRaRDtmbzpElGSPL1+DCOtWRAGxCN7NoDLEwxNUGKogRMkdYxdjIBK3uFMKlzOzexvD6TQhZQciQobEa2Alcp029toKkqFKJm9RkQC8xDA2vYHLDWXjpUQ4qjWXEVhFaiS8szoNHIBwkylPp53SFaQs+/xWKxRnqT38afs0KumEIhGUourBU85TqwTk637sa8YXvEi9MY8iJrcAJCd5jhMMqj/KOwCbk2+/CfOQz2FxgTE7R6xDs20/sHI5ysrBAIstOBDxgiYgyi5MF8dw0lc99jfRr19GbnIDmED6QiG6PcGqWYG6R0OQo5xBW4EWE9BDQ71YDlPNYWeB9h+piWk5WdQIrFXn/WCPj+wsmUIf4d6l/gsPC38FLiJ0HL7FC4iQE3pNGIV5EZRaSVKVwsaVwjqKIZrNs96tWQwpjaLVbtNpthhpDGOuJ4hifF3gExjtckRMGAaFWOKOgL3isd4ShRqMxpgDnsM7hvCPviyMPCKEQQoH3pFnB//t/X2LXzh08/nFPYO++PRRFxhVXXM6aNZNcdPEkzkpOO20ju3bN4DCAwDkYX7acu7Ztx1iDdQVDjQmMMSgFCMPc/BRjYyOcf/75PO1pP8+ZZzwKQQhC4wCJhaKLXdxDZ/edLE7twOT3fTfGAKcOtNa8/OUvR0rJq171qvs0mYMg4GlPexpvectbHtBcBrjyyiu58cYbSZKEarXKS17yEprN5lEf15o1a/iLv/gLrrrqKvbs2XOPn61evZrVq1cf9b6Aoza3fxzs3LnzQd0BPsBJhoHeOSZ6p5vb+5z8bazkjf86Sd69iz/9o53otRNH1DvB/hZf/L89XvnOM9k2/cBG8Ue/PskZb72RwBd0E3j/9x9Lu3P0q5K9C3Xe8rE6H/t8m7XLDSKMyiBDa9m9X7F3vnrU+wKY7h6rnHfPqpEWWul+HulA7zzs9M6Ad04A71je+K//Qt5t8ad/9CfotSvvg3dm+OL//Xde+c53sW364AOeyo9+/Suc8dblBF7TTXq8//vfpt05+liuvQvzvOVjH+djn/8ia5evOIx3DLv372fv/NG3sgNMdzsPavsHg1UjI2hVGayzHq68M8Axg+PI/k616PLnI6vxG3PetuXW+7yTWQvJE8eX8/q1j+Is5x/Q37ly7Vpu78yRFoZqoPndR11IbbGNPkp/Z6MWvLo5yXPOnmALBh9XcEoisoyNMmQ9GmVyVJ4elb+zzmrE4rHxd3Ym3Yd0UOmpiJPDYO5f+3ElxicpRVHg+ydWCIG1nsXFNnlmSdOMeqMGeIxxBEFIzTu6ucTiCYWnvX8LXS8QqgzTv/kbn0Mr8NIRhjGqUsOJmJGJlYwtW0EQgGkt4Ls9nHfU6g26rZxqXCGOJItJQqVSwRuDsRkITxhqlA4ItCAvptECLJYg0oxNrGXlhktBDzPWDNhy/X/STRYZqQ3TXLaekdH1VGoN4vo0aW+B1rZrqdVHMd2DdGdnWD5UQYi16Po4aEE1Cthx29W05g8yPL6abjrH1O4bEDpi5aYLyDpzdDtdapU6lUgRNiKsFIjCIQuB7E/21A4KCcI7tDXoTgu+9n3at21Dn38W1bPPJhibwCPIZw+S37mF9NY7qe/bhzIei0N7gRMGKx3eK7QLcHik9wTOYHfsQuzcS8WClxYwWAKks2WkxFL4uy8nkzpRXgCZFGiv0IXHqYJKe45qe6acG+gCkOAwWBxWCDwSjUY4SaZzlAXhy8EXyku07RMeHuckyksUksJbnJSUdWiHdP2AHn/3xei9QHhxt2j0OYUov9g9DkSOadTRv/iz2HgEmy+Qpj3yIqcaaaqNKhOTy0jTlF6vR1pk9JIeDqjUq7j+kNLCGlSgUFL2hYVEaYW1ljAs7zKRUmBNQRCFKCVx3mCdJ4w01jm88GT90cdCSDwC7xzeO1rtDtPT01x33Q/YtWsXeZ7RbI7wtKf9HBtO34j3nrGRccJA4Z0kz3NuuvlW7rhzC700YWR0lFpNM9RsUK/X2LV7J0Gg+PmfewpPfepTmBifZPWadehwCOEDKBxJe47brv8u3/nW97jmuz+ktX8bc512OWV2gAEoTeY/+7M/4+d+7uf48pe/zDe+8Y17/PzJT34yT33qU7ngggtQ6ujuxNu0aRP/9m//9hMf249jJh9PLC4u8lu/9VuDjOeHMwZ655joHW/ufzFgrOTvP7ORL109x89c2uaJT0xQ9SYgKDodvvMdxTeuWcHNu4fvM+f43rjrQINnv/UJP8HFUGJ/q8H+1k+8m2OGRiXnHS+/kWb9DBYGeufhqXcGvHOCeMfy95/5N7509XX8zKWX8sQnPukw3lngO9/5Ft+45lpu3r0De5SGxl0H9vPst775J7gYSuxvLbK/tfgT7+dYoVGJecfLX0azPjHgnYcr7wxwbOBBmTKq5Uj+Tlx0efnoKp580Rjf6i1wzex0WUjC47Kcy5ZN8sTaMI9XAaGTWPfA/s7ZmeeTGx+FXvJ3ur0fy9/ZIGAj4LOk7+8InE1OGn9nTmtedP3VdB9gnsYA94+Tw2BGIGVJ2O1OC9mfgr00NTZNM4xxFIWhKAyLC23COCQMY6RQZHRBeJSoEoQViqxNoAVaVWk2msx1E7TWJO0OzqTYTooKA7xrsTh/J2NDkmR2gZquIIOQxXZOkaYQhMRRyNjQMIutaYSWRGFMpRqhNDhXDs1ozc4jwpAg0DRDiVvYR3pwG5XR1eRCsXrNJvJeRlhpMjKyjsz02Lv1ZqQKaAyvwPhhZtozWBuTZAtM77qGSRlSBCGq0WSxvcjw8g1lm9rMbpqr1rJ78w9Ys+HRRMOTdBZmcHlCryjIqyEirGNFgSh6SO8R0qNN2RVQCIHwEuUEHodwOcP7d6H37sV++ZvYOMYLT5zmKGuwwiC8wTuNWGrFwKOsRzoAifYehcfhcR60LaPejbdIPNo6RH8Sr+gHrPs+EQk8oS0ohMAgUF7inEDhER6M8lhhCfrHLxEEzuOEwYgCCUgn0E6iPRQCciWRDrQvjzXTBa5PKsqVwe6+/z6E9wjRVyIsTRYt30t5HZbtHqkEIT0IRz40gvz1X8A+7jI61vH//vsL7N65g3qtwvBQg2qjxtTMQZx3SC1IigwRaKQApTTSQVFYao0KaV4QSEUYarzzBEFAFEZYY1Ba4pwjqmi8FBgcUsdIIQiVxjgLicc6T56b/hDUMhe6Wq3yxCc+EVzBpZdcSK0WcvMtt/LFL36Ogwd3c+amM3nMRZdwztkb+erXIoR0dHsJzoN14J2ktdBDKkm32+W009YzOzcLODaecSbLJlZSqzXJM8+Nt17H1tu2sOWW2ziwZxczu7cxPzfLrHEkSZus8EctnAc4NaC15jGPeQyPecxjePnLX36iD+dhgaIo+Lu/+zs2b958og/lpEQQBKxYsYJdu4487f7kwUDvHAu9Y4vkPu8kXIL1ipv2THDTngn+4TOH/2TsmJ7xhzMC7fjT58+w9ilr6PiB3rm33pnevZuD0wEdv/Mk1zsD3jlxvOO4ac9Obtqzk3/4zCeP0/l+eCPQmj99/u+x9ilPGfDOEXlnGwenp+l4TnLeGeBYQcL9+jsBhidpwVPq49jhFYf8HXW4v+N6A3/nMH+nU23w+gPb2d7tnohTetJDAIGS5PaBueYkMZhLwu71ulhjkEGAlAIhFKYokAJWrVjBvv0HAEeaZRSFoFpr4J2EQqCkYXLdWTRGJti3YzNpZ4Fe1iafniUXjtR7hAPjFSqsMDyxkhWnrUWFitGKZU7tpj03Rbe7QK3ZIG5G2Kwgt44wCGnUq3hvqNeapFkCXiAFhJFmoj6GzR0ZAUOVKiZP6M3vxqezqAoE1TFqOqLozrDt5n308jnq1YI4WkFjaDXt6gg2T1BSUESG/Xt3on2Totakuv4stNA41eSMC5/Mjm/9G7EMkTKkkBEzBxZwSZtmY5jh0RFy7YkjTeAdNs8Q3mCEx+qywiUcOAS2PyFTFRYhPIUwGGOhV07l9JSZbdoLrJDk0hGbHIHEiTLbxgoQwuCERXlR/tuXPQcCQVRIQivJlT/UnKD6Qync0pc0HociMB4jHUY6AgfSK5yUKAteWIwQ/X2L/t8dkXXgPU5KrHBlaLsXSMq8IANY6dGFgn7MuzhUgfY46fokdHdLa9kC1T/Y8v5pHCGBdwgPvUYD/2tPJ3vSk8gtfPG//40vf+m/6LYXCZQky1JmF+fwyvera46iKFCBRkpFknQJlUYqXU4qVr7f5yJQgaZWq7Fm7RoOHjjIzPQ0xhjiUOO1JI4qFEVBnmV4DFGoETKmMJbCUE6VluW05TAMWbduLbPTB9ix8y4mV4yTpKfT6bZZtnwcqRz/8X8/y9zMIqOjw8zNewprMc6xYmIZnU4XZx2t1iL79x9kYWER7z3DI0MsLnb48pe+TJEb9u7ey9Xf+xbz823ytCCsVhhr1Mm0JqzFtJMCT34oB3yAAQZ48CiKgr/+67/mTW96E9YO7lI5Erz3ZP326pMdA73z0OsdUdx3FuoAPx4C7fjLFx7gqhcZCq8HeucIeme0MUwWSMJK86TXOwPeORa8kw545yFGoDV/+cI/4KoXvZjCywHvHJF36mSBJqxUT3reGeChR2lTlN7IwN95aPydxUqF/7N/O++95UbsgNOPCA8PWFBdwklhMJfh+opWq0UljlFKYYzF+7J6jXc4nxNFkiiuobuConBopRA6pi6b2FBw+gVPRcUVeknCjO3SMxbrKmV2ksuR0uKwCF1j3ZmPYmzVRtAVpnbfwsHOrYiiAO8wRUJ9aIxceDLj8FiUKq/KNOkhEZgsL/PMmiEiop+tFBDFTbI5w/JV64nqQ6TdRWYX99Go1em0Zim6AoUCoekl8+zsfhUnPZoqaTpFlliEhOmZG0n2gu1NM7HxovKDKRoEw8uYntqBiqssTO9m8oxLyXONiCLaxtAYHSNQgNPYMKZTrTJcdHBYApYqTKKsQAlHbD1F//tXO9H/fZeVJCE8Bo9wippxOOGxsv+B9SBwGOXRvgxzN5J+64EFJIUUOCg/0R6kLyd4llk6JflI5xFOYJbydWxZJfOizPPx/SmfICgHlAqs6JOM14DHIPDCY5VDepC+rHB54cA5ChmgbdlG4qTA9clX9qevLsXyeO8Phb+XrRQOhMRKgfSeTrNB9EtPp/ukJ5L6iK//13/yH5/8MDYviEJNHIakWUan26XSqGCdoSgKnPUEgSgrfN7hTEEYKzwGrRwOSZpmCAHGFaj9km6nS2ELrDdkhaMSVfvtGx5jc4SQhKEmjgKqtRhrHcbefdztdov//M9/53/9z1/gGc+4nPWnbWJhoUORZ8SVgDTtoWTEzTfeyh13vJYsz8rftXPs3b+bWqXKyPAwRdGl1e7Q7WVIKcmyjA+8/wN4mxEFAaEOiLTinLPPZM/+GVyoWbZiNXt27aGbJBgfInzKYT0qAwwwwINAURT81V/9FW9+85sH5vL9wBjDwYMPnF95ojHQO8dG77ggGgxleQgRaMerXrCX33yhpRAhX//iQO8cSe8s7+udhcSd1HpnwDvHinfiw9YNA/ykCLTmVS94Ab/5wj+kEJUB7zwg7wzWWacivBB04pgx4wf+zkPg78xXK/zdvl289/abBubyA6BwDyODGcBZ17fGQavgkOjRkaJSi3DOUa9Xcc6iA8niQgetJGEcs2xyDbPtHitXrUfXGswc2ErueuResHJoHYutA/RaB8mzcjic7Ha45epvEtZuoTLUYOXpk0QNhclDpAmwhaHTyghiSZIl5JllfLxJL80o0gxhJFpJemlKreZICoM1hjybxWddakrS7syxfNMF+KBKsH0rebFIb2EWIbpUwoiZVg9jQEtHs9aAyBDokG7WJqiEiKCKyHvM7b4TYyXLznwUIoXlKzdw2w1fZ+WKlbSn9lGp18mVhXrZBiTm55FjI1giqmecSfbkx1P811eo9crGAHxZ6bKizNXJNCUj+LLdYqkSX8boCKRQCL+UW1NOevZl7wTKe6wHYVVZP/Kgbblf8BQKrOwTD5S5PEs775OSB4wyKOfRtt/a0C8xSV9WxqQrH7ey3G9clP8u+qSlnUS6fguHLIlT+PK/wHk8GbKMBcIhAYX0ZXugE0tNE6JPSyU5OuFBSALAa08RVFFPfwq9pz0J5yO+982v8X8/8wmcsxR5OTQCAbVaBYPBeIsQEMcxSScjSzKUlkgviKKAahyRFTlBENHpZXgcQghUIFlYnMM5S1wNMEZgjCXNMyjAOYsEAq0IlMQLQRSGmIqj18twzqKUJNCakZFhtm/fyo6dezjt9PNZNjHSf38FzhmUDPC+ShjFZFmBsRYhJUmvhxKCbk+RZT2KwmCNR0hwrsCYlJHhOo1KlQsvuIC16zdSqzb54he+wq59+5mdmifLDO1Oj8KXd7P4U3zlHwQBK1euZOfOnSf6UI45FhcXecMb3sDf/M3fEATBiT6chzXyPOev//qvB+byIwzHT+8ofGfklNA7y85ewwuftZs3fmgj5t7jzgd4UAi04y9/fzfP/mMDDPTOI0XvHD/esfjO4inCO+fxwmc9izd+6EOYwXf0T4RAa/7y95/Ps//4D4F4wDuPEN45npBC4vwjPyqkYwrecWAXr1y+hqFcDvydn8Df6YmQ1+3awrvvumNgLj+EOCkMZu8deZqhhMLkBqUcrq+DrIAg0AjnQUqSXoJWmmaziXMCZzNaswfQwTDp3G7GK6exceNZdBenCPU0aT5LrTmKyRbxlTHyZBqZ5iTtKVw2j8wC9rZvwRnotlNCHRJoSZ61qVMjlAqbp3RnNUYokiwjxiK0Yni8iVSOZLFDbjKsMQQNjSOguzDH9O6tTK47i+7cdmamdmNND1fkiBhCETA0FCGUR8sK0mUU3qIqEbVKE6UiJtZOsji3QDFzO7u7LeLhcWLpGYpruHSRrGjR3r8dWRmlOhISxxU6swfZetDRGKkiKlVqv/yLFJ1F0q//gCjzCO+wspysWbZT0GcbDrU5wFKhx+NdGXLu+5UfAeW5EGWlaKly5PFoW4a6O0BQDhcsl3nl157D33MfSwTjJc77/vPoH0uZcQWUgzSWguNFWQ3zvqyOqX51qwyTL6eXLr0BJwTeC3AWJ0U/gEcghS+rX/TD3mVJcg5w2PJ9C9UnJIeNY/j5p1D8ws/RUTE3fu2r/Pu/vo+F7hy5L1s3EFBv1llsz5PnSUms3gMWbxxaSTBlNphAg1AY65HeoQNFPayAFBhTIJQgDkKsNShJGXrvHXLp/TnQXmJTQxhFNCpVMFAkGSiJ1pIwEoyNDnHZZZewavUkQrgyO8xRtpB4AUgazSYrVq5k2/bt+DTFWodwgk6rS9pLsM6ULS9YpBdYC9ZJMuNp5wXzSQL79rK4uJmphWmCSDPfXWCutYBJDc548KUYO5XhvSdJkhN9GMcFxhje/OZyAM3AZP7xMTCXH5k4vnpnHpl0SNqzj3i906xGvPClHYL0Jv7uE+dT2KMbEDrAPRFoxyuft53fejEkOhzonUeI3jnu66wkPSXWWc1qjRe+9CUEaY+/+8SnKAbf1T8WAq155fOey2+9+MUkujrgnUcI7xx3nCIGofWeD2y7C2ENr1q+gboZ+Ds/jr+Tas2r9+zgPVsH5vJDjZPDYAZya1FSEgQx1jmSNMF6R1ypkBcFxhi8dQhZButHYZWD03NEUUQQe5xpseeWb3Fw1124qIqwjuF6HZW36CwcYGh0gnOf8Mvs2XMnO2++lvbcPkyR02tpur0AIQymSMjSLpIAHUT00pxqNUTpgDwrsK78YDnlUVGMECFZpwAnaAxF5Dag1qiTp4a4yGnt+QHZ7BbS9hzaZkgLUscI59ChQimJVJJQFuRRlWpllDohuBSTLiJ7AcP1UeYKSTOMqderdDuzSJHSWVwkEILZnXcysuosFiJPXK8x1JxgLoMd013OWhER1WroZz2TomVR192EtAmSHInASokVFrV0GRz22XqgjJWlIQdLJPJALWL32F+f8O4LR9rT0jCSQ68LeOcRS8RyP1h6rpCyvw/RL7D1KdeWLSRWObwA7TVxoehFgm5Fop7ys/R+5UlYrfnht7/Dv374Q3Tm5+jaBCkEkQoJw4hektDt9HCu3LP3IJQgjCOcs/Q5ksIY2t0OhSmQSpfELAShDsr3AxhroH93SRBonPMoqRBKg7IopalEMQ6P9RalIQgUaZohpWZoaJzLLr2MSy+7jJGRYbw3JEmLgwenieOAIFBUKnUOHphCqfL8a11mF3lTttroUKGFoMjBWosU5cRaKRRZkmOt5ervXkORG5wtK4KN5hBFUWBshvMOLwRjY0P0eqd2YL4xhqmpqRN9GMcNA5P5J0Oe5/zVX/0Vb3nLWwbm8iMMJ0bv2FND79Rjnv/nFtv7Ia//zwsxbmAyPxgEyvGq527nypf28GF9oHd45OidwTrrWPJOnef/+cuxPcPr//OzmMGwtQeFQGle9dzf5cqXvgAfhgPe4ZHDO8cb7v7MhUcYrPe8f+d2tBG8cuUGIp8P/J0H4e8sBI6/2bGd9+zcPDCXjwHE0YY1H0vUaxV/zpnrUUoBsqwoaoXFYp0FARLZDw2nzASTGu8V3pe32hOPsPy0cyis46YbrmX1yhWsW3823RSm9+9mbvYgslql02pj2i3anf040yOMHKFskqYpzuUoIfpfNiHOenSgMEpREwLhPanJCENNVBuiVh9Dphbnu4xMVMlNl0AP4wqDEF2CICKuNMEbAq3ROiCMNEJJ0tySFYLh4WWEWHLnaY6fDqrJ9NwunOlSC2tEQQVjPGZxB42JNaQmoL2wH5PNo0WI0+OsP/dSdHOYXneRerXByg2Ppl6PWTVsWDdZpYYlnp6meMcHCW6/gbAwCKtwAkJbBrIvkcJS/XPpuhCi31jwAASzRApl3ehugll6vusLLiEEvl/dOvTvpb97f6iN4VAu+xJ5HLbdof32c2C8FPd4fGm7suGirOp57+HQdvLQ8QoEeIGXFkdZtVMACrq1Gv5/PB7zjCsgCLju6u/z/ve/j+mpAyRFD29y4jCkWmvSbDaYm5shzRKqtSq9NCFJc8I4KicRFwVCCJK0nBiMpBw+IQTWl0QahhqPx1hLURRY45BSIZwny3Ok0lSjCpHW2MIgZdkKlBcFQijyzNBLUpRSjIwOs2r1CjaesYGhoTqPvfgyZmYXuOHGG6nVqxhjmJ6a57ZbNzM3M4NzhsLkBGHI0PBwOclYOOI4pNcrSJIUbx1SCqJAo3U5V9bhEEJRFAUIT6VWRSmJsx5rJY36MM1anWuu+QFJmp5U/VtCiBNPfo9wNBoNvva1r3HxxRef6EN52CDPc/7yL/+St771rQNz+SGA9yfX5JuB3jn2esfsa3P5c1Zzw+Yag2Dmo0OgLK96zmau/PMQHaqB3nmE6Z0B7xwP3tnL5c+5ihs2bz7Rp/thg0ApXvWcq7jyz/8MHUYD3nmE8c5gnXXsUdMBH3/cz/JYlw78naP0d+ajiFft28qHdmwbmMsPAY60zjopDOZKJfJnb1pHqCOcdzhvy4qhMwRRCPQrKr68kKWUgKDIPQJJrAKKaJhgeDnzswcIbYdQSeKhVVTG1tNe2MX89F0UaUKeFVRqwyA0+/dtJxQBUoIpBM5JhADnsrLVxZc5ZQhDLBXWawrrUcLgpKTWHKYeaerNsMxvSrrEUUyeJ2W1U1XJC0ctEjSHGsRxhNa6zIORIdYLRkYnkGGdTmeRWGri6gTRxHoS50l7CetP28T83ptQswdwMqBnPcIZss48aWeKxCrCxgSTazcS18apDq1kzTkXo2oxIl9g/WiFc1eEoKC+axvdd76f2padRBlYUWbbCOEoy7j99ob+eVm6NuRh5HN3h8I9r6W7Cag8T4eqSodtc6hCddiO7lG58vdcCt6TWJY4q6xKCUG/XULgpbgHYZZbLVW3fdmvtFTPEkvvUNy97aHvP0khJD5wyCDA/sxPY37j10iqo2y++Qb+8Z/fzPyu3Tjv0EFAu0hRUjI6PEYcR+zbt4cwCoiiiDTPSLMcpTXWlsLXWUtuCpRWKK0wzuD6x2WtJY5DEOC8w1qP69/J4Y0pM6WEJNQhlTDEO0ee5+ggIAxCup0e1kIvyTCmbJXKTEYYBowM1xkfW8bc3BztTgepFVmaYwzgJFpKEI5qLWZ4dIS4EjM1PUVRpHjvsJb+nS3lF4R3Fikl5cdQ4FEkSQ8kVOoRSoGQmiioUa8Nc3DvDDt27sJaOxA+pyA2bNjAZz7zGR796Eef6EM56TEwlx96nGwG80DvHB+9M3drh9/5g1XcvK3OwGS+fwTK8srfvJ3f/nNNURsa6J1HoN4Z8M7x4p0b+Z0/eDE3b9t2Qs/3wwGBUrzyN5/Nb//5yyhqYwPeeQTyzmCddXywpt7gnx59AZc5NfB3HsDfMVLwir27ee/ugbn8UOHkNZjjyF984dl02l3iSoUk6aK0BgVxJaYoDMZYnLX9iwmiKKYoLHlqkUjqjSGMAyk8SlistRReMLvYxuWO5vgwUWTp5g4rHd4kFG1Lb96Q06NaHaJSHcZ5SbfbRogCa3pEkSKKInSgSX2FNAObdNBBhcc8/smkSZve/J3kWY+52RZgCIKIpJNTiwVxGCKDGKU9eZ4SRTWa9XHSNKfRjEmzDko3GV+7EZN3aQyv5rQLf5HFhSn2br6GlWvPRGjNzG1fJ66Ns3dmhpgUn3fotTpYl+FszuiyZaw443HUlz2KkZXr0CNVNJ5s3x4evaHOmaetQAuLums72Ts/wPj2XXjnyZVAOXc3+dyLBOBepHD444dVnzjsg79EQIdnIR26zo6w/5Ik/D1+JoTAC7FEI0cssImlMHmh7vEah0hNLD12d7ua94eR0FL1Dgde4SRYbXE6hif+FPlzfo20PsruW+/kXe96O3fsvJXQWmxqcDrACahGEdV6gyDQHDy4H+cdURQihMR6j7EOaw3eO7TWKK3odDuoQGNxWLs0xduV+V9KEgQhUgqkUnjvUXiyvKAoLGEQooQsc+gCjQoUNrdY68kyQ5Lk5HkBQuC8QylJqEEpVQos59BBiLMQBBFBEOGswbicIJDUGzWMMeRFhlRlRpExBikkQihMYUjTFHyZmSYQOCTGGqwzRBWN0uVvNdAVhAiYPjjPzNTCQPicwtiwYQOf/vSnueCCC070oZy0yPOcv/iLv+Dv//7vB+byQ4iTzmAe6J3jpnf23dDjuS9eyS07mgxM5iMjUJZXPetWnvP/KYrG0EDvPEL1zoB3jifv3MxzX/xibtmx/cSe9JMYgVK86lm/yXP+v5dSNMYGvPMI5Z3BOuv4YXWtxjvPvpAnoWHg7xzR30mF5tV7d/KevTuwp1CcyrHGkdZZJ0UGs5CCIs+x1lDkOUoqiiIn6xUUxmCtIwwiRL99S0rwzqGkwnmDlDFFXmBtj0ocYIzDeYmUIdUoxgSKnpPgLMsnTwNlWTiwhaKusEbiEot1BuMzGs1xdBhibUpReMZGKygt6CaekeHTWehaxoY0aVZQBA2WTaxmMZRI1SIcnUa4MdqtlMLvwpkOGEvHGlTgiOOA6lAV4y1BNSZHMr5iLfMHO0zvPcjw6nW0fZXpPduY3X8nqphh1w+3UmmsprvYIk06yCShZbtUdZPl4xMsZAVZe4Eiz9m/6yZG0gTTOciqsy6m0JJuOs/3vr2ZeuPJrJwYJt90BvFzrmThPe+num83yoeUH8Yj5+bcF/nAj+bueLFUf+JQJevwTJ37PP+i/8QffYV++8Y9X+vw/QnA/UiRxN9jX/do01ja4eHvSUikl3jhcFrjH3cxxbMvJ6uNsuOOW/mXD76bqQO70M7jo4BOq4PFEDtFrTGEkJKF+XmqlUpZRQ8CkjTFe0HaS9CBQqlSNCRJgheQZXl53P3cIOc8eWaw1gMJzaEGQSjIixQlJFqHFNaTpOXEVLwr7zKxCuscRW4xhSXNi0PmlBBlJTAzjloYI4XA5gZTlEQspUcpi/XlVGPrLL2kRxxHuKzcfxAqgkARhhFCSLJMYvvtMEoqpIA8N2itEI6ylVJqvCtFXVHkRLEoq/ADnLLYunUrl19++cBkvg8MzOVTBwO9c/z0zviFmve9YQfPfelqbt0zysBkvicCZXjF5TfwnD+rYepDA73zCNY7A945nrxzIe97w5t47kv/mFv37D7Rp/6kQ6AUr7j8Cp7zZy/D1McGvPMI5p0Bjh/2dLv871t/wHvPfhSPVWLg78A9/J0Uwav3bOc9+3YNzOXjgJPCYJZC9L8wNNYWCKERQmKMoWgVIBQ28IRhSCWKwRuyNEPKEJPnWK0orMO7nMwaEAFSR6ighqzWqY1OQgxufi+16jAEnrwxztzCHqwsK55pVqCjMsS/k8wjhWN4aAghoddNGRquMrZymGE7xorJdVxw0SXs2LWZ737rk4SZo1pxZO2EPJ9jfHwFs9MFgoDUCyqRJKxEWGfIsoxGs8bY2HKSxNDuGk6/+DG0Z/chAkVUqVF0pvG2IMsCRA42m0frEBnWcekitbiO8xXmU8hwFIWnURkj0Iq5Pbczv38vs9N7GBpfhtaS9tQUX/7md3ny4y9m7eQE9vxzUFc+g4UPfZShmRmkE/1snB8loSVC4V4Vq/KhflWrX2laanG4O2nn7m3unbFziBDu8Ur3hPD0q1T3OqbDWjPK1767gnWP1+kfj1tq17jX/pe2s0KihSWLIsxjL4Crfp1iaIgdt9/B+975Dvbv2owJNbGuMDc/TxBXGK1V0VqTeUNdVijygrhZI45C8jzHWYe1jmqlQlbk9HoJQgjyIgcJxlnCuBy0Yq3DWcgSy1J+UKedUKkFKA3GOhAWIeShLwqlFNY6CmfL9kZZtoE5b/p5SEstIp5AllX1LMuQQlMUFqUDClOU04sFOG8IAwFFWeEvipwoDBCecqp4koBQeMphGsZYnPPlnzjwAh0EIDzeCbyXFHkOyH5Z8UdO7wCnGJZM5kFcxj1RFMXAXD6FMNA7x1fvrLx0lPf/7Wae8/KN3HFg2Yk+/ScNAmn4y1++jt9+eYgdrg/0ziNc7wx453jzzmN5/9/+H57z8pdzx4F9J/r0nzQIpOQvf/lX+e2XvwQ7PDzgnUc47wxwfLE76fG7t9/Iu85+NJdpP/B3+v5OR2tevXcX79u3k8Eq6/jgpDCYAYJAk+eGOI4xxiLQNBp1ANK0QApJkWVUowClQkSsMYUtRZMrJyGbwiAKCKIaENAcqhIoxcVP+jWGGg2u/q8PUanUmekeoGu7CKkIVUHHGoRQCAGVqqDRUGhdJQxjOt0WQyPjeJVDpJgYW011aCXhyDqqnTZKV8hm7sIvChbmW+hgkS37tuNFRKoMPpBUXYFLCiSKMIjozHZYnLmDMIyJoxF2btnJcKOGyHNE0CNcNsZIZRlzOxbIfBeTe+J6ndbCDLGoIl2Bdzl5liDoYpI2vWycyRWnE0QpzUZIuzPL3rv2EFVGEJFgy223EGjByGWXMbysiX/sJdRaKcmnPkJ9oYd3lAHowiOcKL9oAY+iJKbyP889iaf891KlqPw/7/wSnR3CoSqWX0rP6T9On7j8UktEWdda2sYf2vk94blXhe2w4+JepHXopQVoK7ECnCjFgaM870Iq/AXnoK96Bunwcu7cfBvv+ue3sXfbLjwpoge9JEcHGqEVChDCU6lXCYMAh6VWq6GkRMqE3FiyThchFFme45xHBxqPJM8KdFi2PQnAGkeeWaQoh694b/HWk/QypPSABFEQhmFZTUeWCwNnS5GT5yilqNYCQNDrpljjwHtCHfRz9iw60FjjcMIhsHjnwJXCXwjIC4P3iiLPyywz57HG44Ql6WX936FCBwF5npfny3uUKKcwG+sOfZYRIIVEKYUSGkHr6MlggEcstm7dyute9zpe9apXceaZZ57owznhKIqCz372s7zrXe+6T3P5kksu4aabbipbJgd4RGCgd46v3ln902t46e8t8Np/FuyYnTixJ/8kgJaGn790H8/50xp+ZPiIeme2fS7V2CB1PtA7jxC9M+Cd4807T+alv/cCXvvP/8CO2bkTe/JPAmgp+flLL+U5f/pS/MiK++CdLtW4ghyssx4xvDPA8cWeJOHdM9M0J8Y4X1VOeX/HAF/MOnzk4O77NJdjrcmMGdzX/BDipDCYnffkxuC9JwgCwihCKkFR5Bjv+tMky5YQoN86IpCqDMDvJQVZbtBhRBjE1Oo1OknO3j170HGFr3/pU8TS4dJper0dJHmCcxJnFKvXTjA93cI7RaNZIe0exGYZzgREVY2qC0yaMjqxmk5Pct5jNrF9+3YOHrgLW7SwvYTCFZieIKjXcXlBvV6lEAFpu4ezkiyKaFZirEnpJh2EiPHS0FqcxVY0QTLP1FyEs57R3mqyfDXDI6NUq03yZJJe3iGfm8V4hQmbFPNTSO0odEidhCIO0AImlq1mfnGerL0f5TQTy8/A2DadAztIO13u8BlidpZf/pX/STzWhKdcBnmP5FP/TtBLCIwDHeILg8JjlEc41Y+4+dHqlBeiTxjlzw/VtcSPFlP9IZa5Z4tFSQ6yP2F0ab8ed482CUG/WeJHjqH/cvd8XNz9oPAC4RyFFGjX7x8SDicdyqlykImGxQvPJ/idZ5FOLGP3Hdt499v/kR07tyCFo1KpMz8/j9OOIFZYU9DJLKPVYZq1Gg5BFEUEYVhm1jmPynK8SOmmKcY5rPPYwpIXDusoBYf3SCmxBZjCECiF9yXxOyPwpv/5wBDGAaYwWFsOPnEiwLqy5Ut6cNqilCfQAiUlXgqEdwShxksII43SgFDE1lOrN/AI8izFJBlJZvBeYq1ACVBC4I2nkyVYZ3HWEQQhQgqyPCMrCnAeLQUiUBjrcM7iPBS5JQgVQngC76jElSNmLA1wauLjH/84YRjynve8hzAMT/ThnFD88Ic/5HnPex6dTuc+t7nmmmuO4xENcKwx0DsnRu/84u8oTDbDH71ljMKcyr3Enkef1eNtb5pFrRy7T70TxtejK5WB3nmE6J0B75wo3vlNTJbwR295E4UxJ/QaONF49FmbeNubXo9auep+eEehK4N11iOFdwY4MfiPXVvxON6+diO13JzS/s43Is2Lv/c9evfDv+kpzs3HAg9oMAsh1gD/AiynvNbe7b3/ByHEq4DfA6b7m/6F9/4L/ef8f8DvAhZ4sff+v+/vNaQQBDqgl/UwxqCUIi8snU6LMIqo1qsk/bu3clMQBAFSSWzm8BK8tyAsRZGSZhnz87MgNV5KKtIRCoEzLZxtIWTIyPAypIw5sHcnrVaGUopKIyCKPN5HrFixirnFDr08o1lfhfKe0ckNRGMrCIOYtNPimm9/lQ2nncZIc5J23qZjF7A2pVFvIBvDGBHQa08hEKTZAkoOAZ4oFkRRgHeaQGoCZbGE1OsNJlasozCS0PRoz3QQ8RDLTz8PmyQkrb2okZWMLFtHZ3ovQaxYnD9A+8AO6CRomZHOTKPiGi3A9naRG0Gv8OhgjFbeZn7zD+nN7kQEjl/81V9CNSoET30Krt3Ff/6LqCLBC40VRTmowCsCd3fezY9Wdg41WBz5UXF3K0VJGGXd6xCBUYpe10+gPzw+pwyjFwgvcOLIr96/1u7RpgFlJWuJ5BAeLwSB02gPmTY4IYhdjBWAMCyedx7qeb9OZ/kk0zsP8O73/jMH92wjDBX4kKIwOOeJogpFbkjThEazQRxVCMOIxVaHIAipVKrMzS/Q7XVZWFgky/KyjQuPEArrDIXJAdBCY4wly1KMLSvlRWFRSqCUwjmHkhJrLUKAM57CW4QQWOsQopzyLfpDJqQH3z9XSsmy4i4UWZETxuU2gdJUKuXQFmsSlNJAjnUGKQXOAd5inaUoBAiJsR6JRAtZtrRYiykKRL/Cjy3b0LwQiPIRvHWYwiOFJw5DxkbH2SL23x8FHOm8HnPeGeDE4SMf+QgTExO89rWvPWVN5h/84Ac885nPvF9zeYDji4HeeWTrnf/1XM3c/DZe/YHTKIx6yK+fkx+eC8/s8K5/3INfM8L+gd454XrneGmdAe+cSN55HnPzC7z6A+89ZU3mC8/cxLv+8U34NWsGvHMK8c4AJw6f372DUR3wf5avJi7cKenvfC0I+YMbrqZnigf1uxvgJ8fR3MFsgD/x3v9ACNEArhdCfKn/s7d67990+MZCiHOAZwHnAiuBLwshNnnv7zP2RAiBlAopFd4LnPVlu7CXeOfIiwIhBHEcY63F2nIqptKCIFTUG1WEkiRpTq/bQytBrV4pK5yBx2cJc7MH0TJhZHiUQGt62QJjE1XytEvkBa3FRbK0SrXawPqM8eVVlF7BipWPZV/vIPOF5mcveSqhh0ZV4rOcm6/7L2TSJXKWBEclqKO9Iqo1Wb7uXPLFaapYbOFYseI05hYWqA01UUqzMLcfZyyVaowNGxR6iCIYY3x5g4U9mxmbWEGbOgtpivUQVCfYcP7jyIoCoQMmVpzORGeB/aObObDjRuamttLodphYdibR8jUUi7tp7drFmrWnE9aHWL5+NfN77yLUEVvncr7/gzt48qWPwlViwl95Gkkyh/vKd4mSAoHCqYLAOiQhDnuPtgfotyQAHCHkXVAOPbj3pNGlvorDt/eHfuCWLoZDPxCesmqsDnvyYdfMkf68N02VdTOJFGBEmUdktCAXYLQiP2cd4fOeRb5sDQd3zvDmt7yZ2275PiP1gMKC7WT08oS4Evfz6hxSBngHYRjS7SYsttoY67jzri0UxhAEZbC+KSxaBWRFgfMWj+u/PU+oNEEUYgqHCMtrXklJNY5o1uvMzEyTpRlKgPFgC4tCoQKFx5ctXFIipSRQGrAoIUC4Unw4B6qc1JpnBjwoIemZjCRNECgqlXIghZSCQCpM4coJ4s4htKAoLN6BdyCkKFtc8ESBBiGxhcUbX27g/aHqotYSnKNWr3Da2nUsm1jBNdxyXx//+8Ix550BThystfz93/89zjle97rXnXIm8/XXX8/ll1/Ojh07TvShDHBPDPTOI1jvqGrMVS9NKczNvPZfzqOwJ0UT33GC58IzFnn/2/ezbEOFXQO9c7LoneOidQa8cyJ5p8JVL/1DCtPltf/yUYpTbNbChWds5P1vfyvLNpw94J1TjHcGOHGw3vPh7XchTcZrVp5GvTi1/J2rdcH/vvH77B3cxHNC8IDq2nu/H9jf/3tbCHE7sOp+nvLLwMe99xmwXQixBbgE+N59P0UghMRZT5GXGUhKKqIoKquHeCqVCrVajSzL+pNjPVIJ4igkrkgQkpGxYbx1VKs1nPOkRUG9OcS+6V0MNXLq9SHq9RpzC3NEFYkgJNQ10uQA69evZXamgzWehbk2XhvqQ5KFO7/HyvWXcc7Z55AuzLBt263svOv75ElKlszTiGN8mKELQyDqVIII8ha+10XpOosLB9Fhk0UTEE+eQWNiFZOTq9iz+w6iSDDSXEHmHJMr1zE9PQuVCtXlG5hamCOshtQqNZrLTicQjlq1SegcWS+h1e2i4iHWnH0Zp13wJL73ufdiers4uDnHjq5jYmISWZ0hK3KqhFTHVlMQ4ee71Jvj7NhxkGvju7jwovOhWUX8xhWkXUP0rasxziJdgMdipEW4pS81cTdVHKEVx+MPMYDzIDlU07qbfIDDyUT0tzuU276U+3Oo5HXkKtqPvPbSDuSPkiFekKiC2EuEE0gvsBqSTeuJf/c3yFeuY8/+ad705tez9YYbMFmXnq6xZvkqbp/bgULhvSRNCqrVGnmeoaQi0CFplrLYalMURdm2VRiMcQgkSmmstURBiPOewuY4awmjECFg5fJJJs5bRmYdUwenOLB/H+NjI4yPjtJtL+JMDgi8pRwsYS1WgNRLE5H7pO0tgZZIKVCyJH0pBSiB1AqbCgwCoyR4hcvLBYURjjAKUNhDv/8wiojDGqtXreaW2zZjMoP3FikhDDU61ARaIYQitw6D6YsnidIaYwuUlkRRxMUXXchZZ53F3t1TP5KndBTn8zjwzgAnEtZa3va2twHw+te/niAITvARHR8cyVw+66yz8N6zefPmE3dgAwz0zimgd6KhmKv+zOKSH/K6T15E4U6FO5k9F25c5INv283Epia7+3rn1us6pPlKIr1voHdOkN45flpnwDsnlndqXPVnL8Mlhtd98hMUS9fzIxwXbtzIB9/2ZiY2nXsY71xHmreIdHPAO4943hngRMJ6zwd37UJawd+tWIvUnBL+zneF4QU3/pB9ve6h7WOty6ioU6zAd6LwoG7fEEKsBy4Evg/8FPAiIcRVwHWUlbB5SoK6+rCn7eH+Sau/b4kOApxzZX6LEERhiJASIcq2E1MUOGuRgkMB+NYUoBRClhNVpRIo5XHOoKSj11sklJ6R8WGiSohUGePjTdKsR6fdxRSSrCdYXJhFClicnwE0YaWOsRlD4ynZ3C3svmM/M3PbOLBjPxLJ5IqVJDpH6x6FEkw2xsjSAB3WyYsuUVzlwp/5RW6/4dvM7N7KynVrmVi7CRtUqVRHePSa9SRJl5GR5VQbDYI4Yll7kc5ih2DtOQR7NzO1/TaqXlCRmjRPWZjaz8jkOqQMqEaW1KeEqooqCi590i+x87pPI/NF9m69AWZHqI/UKNodppkmU5Kx5hjddkJycCe5ivlBYqmMjPOo05chqssJr7ycxd4CjetvAyfxXoLI8UKyNNezJJN7fsiXyOnw8tI9N/H3+rOkJg8gPMKBdCUpWRyIsiLslp5xhOm4S9fIoWmlQty97eHbCQ8YQlfuT4uyFSk9bQ3V33kGrdM2MXNghnf8w99z6y3XIYoUKRS9bsH+/TPk1hCrgKSX4PHkRU61VqEwlumZWaIoJMtyrHM4l1CtVmm3O3jHoaFdzjkKa/B4ojgGPFoJ6rUKtUrEBWedw/TUFJ//3F4O7t/D3PQBAGr1KtZafFpQ2HKaMCi8c2XrojV47/BSEAZxKbSK/NDnyffbuYQo27KSJCMMLM56hIDCFBQmI88NWgVUo5hloyMESrBq+TJ27dhNlrRwgULisd6Bs0RSg/DE1ZBcOoQF1R84gZDoQFKvVznrrDNZt3YNt96y9UcmxT4YHEveGeDEwlrLe9/7Xp71rGdxySWXnOjDOea4rzuXFxYWHnQRZoBji4HeeeTqHVUb5zkvgc/f1OMHt9U5mkXOwxeeC0+f50Nv2U3zvDH2HaZ3jG2gJQO9c5LonWOtdQa8c6J5Z5LnvOSP+PxNP+QHt93x410kDyNcePrpfOgtb6R53kX34p0uWuoB75wivDPAiYXD87GDe/jFjet5Uuof0f6OQHK1K/j9237IvqR7j+3NKVLUO1lw1AazEKIOfAb4Y+99SwjxDuBvKK+RvwHeDDz3Qezv+cDzAcJA0+m0KHKDVhpjDEGoyuvOl9NXvS+rJ4dfcOW0WE+720NIgQ4VURwjpCfLU3pJSm4MnVaPPKsxumyIrOjgnSLPM6xNqNUjhBDMz2UIB2Gk6LRSvKgTBmMEepRgeIg9s1MUHcPo2ARTcy0KUeXAwduZGBlibPUlbLnjFrK0w3mXXMzIaMDBA/tYvWY5zbF1zB04SFxbxYq1j0LVAmr1YUJdQ0iPCMoPjncKkzlUxZPrmMbyjfg0ZfsdN2BdRtxcjkkqpHkOUrAw3aXVM5hmHaMkptdlIYmo5bOsWbaWvFKnmyWQJUQyRXmF7yVYMiq1iGB0BSoY5aadczQqw6xfFZAtG0P/9nPodD9E87bN4B2B0RSy389A//N92IfcQ1nFhcMKVx68OFTZKmtU9/HNJ0Q/K6cconCISPDcPY9U3r3fw7BEQkfe76GNAI+TAcoJnPR0169CP++ZdM84g850i/e85518//vfJU87OOkJZIgvPNP5AoFWFHmBUGWAvCkKPJ5KJcQLyIsc6x1xpYKzltwYgkCTpTlhGKCUopck5WRhV7YdSlG2aXlbsGvHVpJul3a7xabT1zEzO4MQMDk5SZYXHDg4RRDn9JIehbEgPMZavBdIUbaqeFcOZLHOlW1e3uM8OOP6b1/gbEEUBVhn0KFCKoEQDqUUWe5I04J6tUYljvE2I+11mVy+jMVWFxMInDHgBVIGsDR5VkK1VkULSZplOO8YXzbOzzz5yRycOsDevXsJgoCp6Rmc//GI/VjyzgAnB9rtNs985jP59Kc/zcUXX3yiD+eY4brrruOKK644YizGgQMHjv8BDXCfGOidR77e0atqvOPtUzz/f8ONdz5STWbPBafN8oG37GDk0eMs3lvvqDaBCLEFA71zgvXOQ805/X0OeOek451J3vH2t/P8//1Cbrzzzgd9nTxccMFpp/GBt7yekUdfcATe8X3eGayzHum8M8DJga4xvOj663nH+Y/lp8t8l0ekv/Mdl/F7m29ib9L7kacNDObji6MapS2ECCgJ6CPe+88CeO8Peu+t994B76FslQDYC6w57Omr+4/dA977d3vvH+O9f4zSCmstcRz2xYzDe4eUgigKqdSqhHGEwyO1RgUBxtnyVn4lqVYrVKtVqtUqcRzjvUcrhdKaTrdLr5PSamV0ugVhKIlCTyg1eVcwta9D0ssoCku93iCKQlTgcb7H0HCFerPOujN+mkuf8KtElWXsO9hm/TmXUB/fgBU1tmzbS8soHv+UnyOswpqNj2HVGU8lS1Ku+9onWDcmOOv881mz4XSWrVzJxPLlNOp1olDhhSMvDF4IbJbQ7XSoNYZo1CrUmyOMrd5Ec2wFu/ft5MCerWTdFjKZxXdmybpthqshhXPkSIIwZtVpZ2KDGgUptdFJRledSX1iBUI1kEGVA1N7qVYiVNykm6VEsSCOa2yZ6bJrroXxGjWxjvB3rmRu42pMAIWWR1x3LYWvyzKM5+5t+iR0qKbV//sR+KOsggnIA0muJUbJ/uTSJSa7dzLQfeNI2/UlctkOIhxJ7GmvW0n4u8+ie/ZZLCx0+Oj73sW+bVsoTIF3CmFUSWxaYPBINFLrQ+8hNwahJPVGgyAMsc4hhaTb7ZIXBb1ery8CLEKCDvp5Xt7hgSAImJxcwZpVq+i0FlixbIxzzjqDKJDgDI+/7LG89KUv5lm/8QzOOmsTSgsq1ZAgUFTrFSrVmFq1QhgEKCUIlUYKiTGWwlp6aUpWGIyxeOtwhcU5sA6yrMBaj6MM35dKU6nV0HEF4yEvLIUpyoo9lpGRJlpLrLFlbpMTFJkj6RXkqQEHWqnyS8Q5ojjmwgsvZPWaNVx66eM468xzuPXWO9izb++PVVk/1rzz4I9ogGOFHTt2cPnll3P99def6EM5Jrj22muPeOfy4UMsBjg5MNA7p47eWXt6jQ/8/T4evWGBI6uIhzM8F6yb5l/etJXhi0fvoXdyY3BOD/TOSaJ3jgXn9Pcx4J2TknfO4wN//zYevWHDg7tQHia4YN06/uVNf8fwxRfdi3cKnJMD3jmFeOfBHdEAxxJ7O21+/8bv81UyjPaPOH/nmz7neXfceERzeYDjjwe8g1mUq9/3Abd7799y2OMr+hk+AL8Kh9Ll/xP4qBDiLZRB8GcA1zzQ65TDJ+ShCbsmMURxCEKgAo0QAmNMOUFSlsH+1rgysygOyYuCg1NTDA8NU6vWcN7TaDawgDMzZFnBjq0HWbFyjJHhOouL8yRJmTGWZTl5ZtjXnsPmgiAYYt2GtWTZNLY9wy0/XCQMhnC9BVYtX06sHXv3344XOZWqZm7q29yxMMn61WtxvkMrC1m1aj177ryVrXfdwemPehT7D97E9OJORseWIb0GJFG1htAxKhohkpZGPUYFIXEUUZiCWC1n/dkXMDqxnN07tjA9tR2Z1FBhAxfXkKKCCkMqeY+gMU5LOvz4Ruz8Fhp0GF53CQszU7TmZ5ltHWT0tBVATJY6gsixc+tmzqyOsaALbtvSoWo9lfEGfv1pVK/6TXrv/AC1/QeRpsybEni88Lgy+aZftfLg71mnEIeRkIBy8q33OOERvkz5kUICmtZwg2TtCqK5Beq7DuBddqgq5oSnlBzyEBUdCns/9E1aVt+EVwgk4HCyfI50YCU4WVagi8kxot/5dbKzzyNZyPnge9/NnZtv4uDBaXRebuy1wFmDCMBZS2oyVCjIiwKpJFJJarUqWpe5X91eQqvTJQwCnPN454iiEO/KASrG2rKKrjXWGIIwZHR4mDiQrF6+jsdcfBHtdoeRZp1O17NsYowVKyYJophrr/8h3V6K8Y4sLwgigZAQxgqtI0T5LvFO0E165FmOVoI40qSJAe/LY9YBrnBY60jSAmM8YRQQxxFZ5sohE0LQTVIW2x1GmzVanR5ZYWkMDdGbm0cphcKTZDkiUEQqxHuBNa6824NyuvHmzXfSbneYGB8nzwsO7D9AOYn5wZlox4t3Bjh5sGQyf+pTn+Ixjzm2uvSWW27h9ttv5+yzz+a88847pq917bXXcsUVV7Bz584f+dlP//RP473nm9/85jE9hgGODgO9c+rpnWXn1PnAG3dy1Usst+wc41jeybx27CAr13Y5sH+IHQdGj+FrlebyB9+wmfELV7N4L71T9C7BWEslvmagd06w3jmeWmfAOycT75zHB974Jq56yUu4ZeeOo75efhysHRtn5dp1HNi/lx3HuFvqgnXr+OAb/pbxCy85Au9kGOuoxNGAd04h3hng5MG+XpcX3fID3nvmo7gsrB5Tf+dmm7HVJqyPqpyX62Pq71ybdnjB5tvYlyY/8p4rOkAg6Jn8of+FDnCfOJqIjJ8Cfgu4WQhxQ/+xvwB+QwhxAeW1sgN4AYD3/lYhxCeB2yinlL7wgaaMLomPpRYtrTUoEKIUCFmSYly5C6kkhXFlm5dUCC8xtiCqlKJBSE2WGfbuO0ilVmNodIT6iCHtZSzOLzK9b4pASOIoxhQFaZqRZWW4/tBQQBhUmJ6eY35+H+PBMM6A6+6m0HsItMGLGlN7DhKrHqsmAmw6RJJmdDtbSbO1rM5DzNw8B/bcxshYyHy3B4ywZvVGZhfbLM7PYbIFkiRl/cYLaNSHcXisqCGQtOYP0OsuIqwiVAHOwuLcIuMr1rPlru+Rd2eoh6M0l6+hvm45s+0FbFZQrTo8IZMrN7LYPUC3fYCoN09mHM7lDAcVpFE0155OMrufQDv27d7Frjskp537eBaM4ZYDixApljdrcPbZRL/1THrv+yi16Sn8Euk4j8TjhMAJCLzHCTi0UFoihrtz3gGJdg4jwEuB8A4vHbmKuOOcdbj/8TMMXX8zGw8sItIMcEivsRKUdVh5d1vDEStewmOFJHAKJz1WepQtw9+tckhvSCZXEP/WM8gedQHtruNf3vN+vv+tb+HIaM236BYZOgiI45A8tygPykNUCcitwXmP8KClpF6plBN+ERTWE0YVnDVUo4hup0VQrRBWI+YXFsh7PYQHC0ilkMIzPbWP1csnWDa6jttvugVjDdW4wmKrzZ79U/SSHG0FU1MLdLsG4xzGgnE5tXpItRZiTIG1kKYpCkWRli1ljUaFRGRkSY6XCqREKpBW4vqtKN4rvJUUmScvMtIkxVpL7jztTkY1rjK/OE2708NLhQ40jTAkENBKHLJWxUpBt5NQCIFSZa6fKQr27t7NwtwccRzT6XQwxqB0fyjGg8Mx550BTj7s2LGDK6644pibzJ/61Kd4zWtew5lnnsk111xDs9k8Jq9zf+YywDe+8Y1j8roD/NgY6J1TUO8su2iMD//tnVz156dx875JjpXx+8QL7+B3XjTPzDdmeN4/PZtOHh+DV/FcsPoAH3rtXYxfuorWEfSO918nigLCOBronROvd46L1hnwzsnIOxfz4b/9P1z153/GzfuOeDPoQ4InXvgofudFf8jMN77N8/7pH+nk2TF5nQtWr+FDr30N45c+7j54x/V5JxjwzinCOwOcfNiXJDzvjpt576ZH87gwPGb+zntbU7xv8y2cXh/i66dfzKiAY+HvfK8wPP8+zGWAxBQ/+S9tgAcNcTIMFqrVKn7ThjUYY5FSEgS6X4nrZ7AITxhFQHlTvbUOrTRFlpOkGQZDrV4v21CUZt/e/czPL5BbR63ZAOtpt9oEqmyBmVyxjDBUpHnC3Nw8MlCMjY7SqNdRSpUDlwQkSUKWZ0gvkWGNytAktZEVTEyuoD23j97CbvLONPPzBpeFjE6u4+xLH8OuXXey/cZrWLFsHF2rsnzZajad9ThE1GT3gd1IKRifXM7yNWczPL6JxMyS9Cx5bhAU1GJNa2aO1uw0i3MHEM5TiSv0OnN052bZftfN1IdH2XTuTzGxZg0+iOgkFiUKKloh6LL96i9RHVvB+Prz2b9/N0O6wuL0HirLV9AcGmd4aIyp7bcgnSGu1Bhat4nKyApkMsdTz1lJYyREYPHfuBo+/FH0QkqUgxCW0DqMEhRSEDhREoS4m4DKiq9YivUBBJG1OO8xQqFEmY81H0R8Y3lMsnEjp820OHfzboK0g/ICgaKQHuUdZdV2idHEYW0aJS1KITBSYCTlc8vYKnJlkUKQja5C/86vkDz+Yro9x0c/+C/89+f+A+kN3kE3zVlotRGqrIRJCbVqhW43JYwisiwjMwVBEFCNY9auXkGS9MiKAqECWu021hiGGvWyuq01SZqQZGXFWUoojCGOI87YsB5pC0YaVbI0RUlFO8lIM8PcwgJRXGX9htNJs4Jbb72DLCtIsi7OOYJIUa1GCOnxzlLk5X9hGNLrZSglqdYi0jSj17N4JCqQaK0pCofWEVJqhAClJFnSoSgyCufBewKlaFRihuoxeZZjvSczjsjD+FCDahTSzVJMoJlpd0i6CdUwpj5UxRhDlqU4Z4nCgCAIyLIMIQVhLNi2fYEkyU+qLAAhxIknvwGOiE2bNvH973+f4eHhY7L/T33qU3z605/mZ3/2Z3ne856HUuohf425uTkuvfRStmzZ8pDve4Cjh/f+pOKdgd45efXOti/u5hf/+HG0k+iYnPvHbrqeiy7cyrZbV/GVWx+Hu9fdQT85PMO1jC+9/Womn7pqoHcGeucQBrxzMvPOV/jFP/5j2smRDZKfFI/dtIGLLryAbbdu5iu33oo7Buv+4VqNL739rUw+9ckD3hnwziEM1lknL9ZXa3z+oscymstj4u+8cWEv3+m0eeqylfyhbhDnvYfc3zkQDfMLP/g6O3qd4/8LHOAQjrTOOuohf8cSQgiiKAJyjDE4V7aWeG8oihwdxuggACDPc4yxmMIiEZiiIDOWOC4rn1mSoqQgDCK6aYfZmUWU8zTqDaQUKAlaCRYX5zj73HMIwoDcJgShRCiB9TlhRRAEmqGhGkFYJQo9xgfEtTUQNAmDITZdfD4/uPbzOJtSTO1FekujZti/61q68wdZt2qckeY4e2am2VfcydzMDuqNIYyvETbWEzfXMEqAVV1qso40GcqmBLpCJYho+4Sh0Ql6aYta3KQeOBam9jIyPkk7aVGNNAd338XMwW0EcZ1afYgwrlIMraIxvIyZliHdeS3dVsLoaWdQUZqpHXOIBc3w+DpavQzrPM3aEDMHd+DbXZLJWWQY8eXZKZ7ylEuoNiL0Ey+DzgLu4/+Nc20cAo9GeYfyUCiB8OLu+32EOJTLIw6rfBVyKci9H8yDZ7hwPGZ3l8XZu5hwjkqWl0SCRDiB7O/k8Dz3Q3GlYomWRL8VzhB4j/QKj8ALi5Qa0xxCXHU5+WUX0kvgsx/5BN/6+pfp2S6PffQFbL9rJwdm5nC+bAX03jPcrKO1RilJnvenBTtIkxQtJUma0u31UEFIq9Ui0JJQBVSrFQKl6SU9ur2kVFACrCknGyvhCZVkqDnE05/2VIqioNPtUR0eYWZ2geuu/yF33LmF666/kSQt7zBQShEEIeDJ85xCWeI4IMsKcJJKEFGYDCU09CcYS6GQUiCkRgcCpVSZp6QiHIosy4g8gKIc5SqgPw3ZOIdxZQaaRyKlQgnodDtoWScINV7Kcn9ByOSaNdSrIVu3bsU5UCpASEVhLVJLBLBuYgW7d7aPEXsM8EjE1q1beeUrX8kb3vCG/nfDQ4srrriCK6644iHf7xLm5+d5+tOfzvbt24/Zawzw8MRA75y8emft/1jPX/3BHl7xtvVkxUNfdLr2zou59s5jN8h0qFrwsdfdzuST19JL/EDvDPTOIQx452TmnZ/lr/7g93jF295BVjz0d9tde+dWrr1z60O+3yUMVWt87HVvZPLJT6aXyAHvDHhngIcBdiU9/vbAXv522ekELnvI/Z0/qE7ym+OnM+Ec9aT3kPs7M1pz5a1XsyvpHp9f2AAPCieFwexdSerlBaYQQmKtIY7DksCVJsuy8sL2/RwxBHlWEIYxUlgiFYBzKOGJAo2S0KzV6fRSwGGtoSjKARfOW07bcDpSKzZsPJ1e2kKriEBHZHnC1HRCnmVICdZIer2cKK7i/GZ0NIS3o2zfugcpBTJUrD19glgHKN0mzz2xsGgJW7beydxizsToEGbYMbzqDFatOo/a0BpWrjmP+sgyhLBgHYH3tFtTzC3sZ2Z6L0VhWbV6I6uWn44LY7Jei+a6c5EqYGVcY2r77ehIUx1dhs4Wuf26rzE6PMHKcy6i7kYYGxtm87ab2HXHNVQaDaqj48SViFgqbG7xyiACSSu1EETMz+zGT29jaM1G5tQItRvu4gkXnYGOK+inPA2/mJB+/r8QS1NuHRjp+uTg++eu/NfdE0XLbB7ly1qUFWUVqlQDAolltRcs76Yob3CYMk/eC7QTKO9x/Yydw0ugQgi892VOjwCLwyhPxXjAkWmPkBJTG0E969foPuGxmNzyH5/5NNd+9atICVG9Rm1omMX2zRSmwDiL71ecpZKAx3mHcx5nHYEOMKnFO0eSJMSVKg7BypUraS3MMjw0VA6AMAULrTYegRSSLM9AOpq1Gpddeil5r83+vbv55Cc+wU898ae59PGP57SzNiGk5vyLLuR1r3szi919RJUKxhQUeYYO4vI4MBTWU1MBcQxJL0UpsEgoHEII4qjSH5JRIKUkijSBDrAOrNf00hznHWlmkDiEKMVJEIY06zXypEealjlpHiisIRWOWAl8r0tcjbEywKNAwr6pGcg7h84LCKz1COFAeOr1GuvXbeA71w/u4hzg6GGt5Z/+6Z8AjpnJfKyQZRmveMUruO6667B20EE4wD0x0Dsnr96pxiHPfn6K793JK96zidw89CbzsUIUOl7xh1Ns+l/jZEXBf3zmMwO9M9A7hzDgnZOZd6o8+/kvxPdyXvGe95L3M7IfDojCkFf84YvY9L9+nqzwg3XWgHcGeJjAec8ntmwhyC2vXLmaWIiHjb/TCWr8n6kd3Lgwe0w6Mgb4yXFyGMx4jDHkuSEIQrx3CDRFYTCmwBtLr5sQhFG/SqjoJT2yNKNerRFoRZFnxJEiCDSFkoiiYNWyFUzNzrHQapHnGatXr+KCCx/Fnv27SPOMhQNtpqamaFZjvJckaQHCMz4xjHEZ3U4X7xOU9BzsTeOcQoT7qNXHOPecS6iFBUQCrZv0uh3SbkZeAMaRFRl5kZXTaWNP0i0o0pC1Gx5NY3w11hjm9t1Aa3oH09O76SweJOvOYzLD2LLVNMbWMrMww5lrTqdXWHRRZXwkYqGzyND4aipRQN6dwdsAPbKMyY1nURGWZN8t3HZnSjfpsv701XiXsfeO62mPrcM4gwoypEvIiwyvNJVmk153Hy7SWFPQax1keLLGXft2E2jPE88/Fx/VUL/8dGySIr/6dZRJ8F6hnMQJy6Gq1aF8HnEoTMcLyKVHONkvcHm8A+UlufI4YRDe4pzDCVBWILws2yKUIFeCwMFhNbRy+vBSqUsIrPQE1mMlSOdBSJJGE3XlL5E96Qm4HD75iY/xjS9+HimhHlbJ8oKde/bRaDSZnp0HbwnjiPXr12LylCzJyonbUTloIstzClcQhmEpvoWgKAz1eoPpA3sZWX8aBw8epNNNUDogT1JsXlAUBTqSDI+McsUzrmBh5iDLRofYctdd3HTrbdy+bQc/83M/j1SKz33+i+zdP4MxijiqYG1CEGms8zgcZRi+JM1zpHAgPWmRUKlUybOUIAzpdrsIpaAfiF+JQzZu3IAOYhZbCdu27SKXAlv0JxR7CHXIUHMY52w5MENIvBfkxmCcx3iL1xJTdAnSnDCuIB3ESuNNwdBQA+c8vSTFFIYgUFhvEBIazRoivDvEf4ABjhZLJrP3nje+8Y0PC5M5TVNe9rKX8c53vvMBzeUlITXAqYWB3jm59Y6KKlz54gKT38JrPnQuuTkpZPL9Igotr/2TvTzzuZ68gE/cr95ZAO8I43Cgd04hvTPgnZOddxpc+eIXYfKC13zoQw8LkzkKQ177J3/MM5/7fPJC8olP/OtgnTXgnQEeRnB4/nXXNpy1vHrtOmKZnfT+znwU89f7t/HRrZsH5vJJjJNDOXsQQh7KA4vjCtYWFIUBJN46wiCkyAtyVyCVwuQGrQOUVkRBQBBq1q5ew+nr1/LNr3+DydFRsl6HeqBY8GVLTqfTYXL5CuJahSzPWLF6Nf/1xf+HyxPyomBudo4wjqlU6lQqNarViPm5efLME1di0qKN64VMT+/hwN4D1KOYZi2moCDL8kPxMc1anfHxZRg3TUOWH6h0PmFm6+1873MfIGqMYFyHSHXJOm0WFlOsywh1iBJN9u2e4/zJc1FqGJdrAmXIgLHRSXJjWOwsUGuMMDd3gPHmOFPz84yuOgdreqS7NrPmjI1MHZxhbucPmByJSdpzCLOcoDrMYmcePbOHRnOYTpIj3AyddotQR0TxctAws/sOqvVxrptfpBaFnH/uBmrhBPLyX8P22phvX40GvCvbJ5baJbwoScjjkULg/N3VVoFEeE9kXJ9YFF44AmcphMdLgfdlS4ST/Qpt/0+/xGd90pF9Y8b1HxKA7LdxeKnJa0OoK55O/tTH03OKr37m3/j8Jz+JdTmjoyPkaYpCsuuOrbTyhNwUeAGVSoU4jmnnKb7/PyEESZqQFTlKaxrNBnEY4JwlTVN2bN9Omue0Oh2sF7R7Payx5EWBcw4hBUooFhdbfOazn6WzOM8TH3cpj/+pJ3D6Wefxxjf/A99+zZspbA5CkhdQiYYwxuGcxnmHdWUblw5CrC3ICwgCgQ5CwiAk0Io89tTqTbL5FGsdcRjjvaNZr3L2WZuYm1ukyAoa1YBWkeNxOO8IAk2j3iTLMoo8wzmLcyXJe+dw1oPzFNaUnV62QKmQKAhZuXIFp21Yz9BonTTN2LJlOzt37CbLE4wpCEJFrVrDe/Ogphs/EjAwDx8aWGv553/+Z7z3vPnNbyYMwxN9SPeJNE156Utfyrvf/e6jMpcvvvhibrnlFtI0PU5HOMBJgWOmd7rUg2Cgdx4SvTPKs/9oFptey99+/LEU9uSQykdCHFpe+5KdXP4CS89HD6B3UpL8UQh1K5VKNNA7p5LeGayzHga8s4xn/9FLsGmPv/34Jyisu/9zegIRhyGvfckfcvkLfoee1w+4zkryHKHEYJ11qvHOACc9HPDRvTuR3vLa1euoKHHS+jutoMJf7dnCx3ZsPSpzWQmBHazFTwhOGtXsPQRBgBDQ7XYOVTHiOEYqixQeb8tWEm89UipqtRqVSkwgJSPDTc4+8yyKNMPnFmUdgS8X/ZEOMdaR9VI++q8fY2R0hNXr19FsLCNPoDO7QBhpJJI8Kdi/d4ahoSZRRRFVQ9rOUak0kLmjGmhqYUiSJrQ7i2Rpj2qlQlyp0GovEgUaZywH9u8nSXMQAiMC4orG2y7Tu+5AKIHzlqgSMzoyAT4hyyGqTXD2+T9FkjmiWoWF+Xlm9mxjbMUE1qYkxlCv1xlqVkkyw9Doag4e3M/kxCRp2mXZqrXsac8zP79IZWQZy9R5+N4BNp7RZOfeaVauWcfCbEre69H1DqkDejMzTExuRCtH7BVUKrhigpk922lOaK754U3kLuGScy9AVpuoK6+g2ykIb7gJZfJysqdwpejrZ/IIXxKWXCIMJEIKHOWXqNEC4RTSSwplyvaKPvl4JSlUOb3UC4hs2XbhlwLgoU88/SwgIfBCslRnSxo1gl95GsnTfgZMyO03fJ8vfOHf6LRbyDDEGVjstMptTUbRzcsveQRnnX0WyybGuPGGGYQArTSdXpcwCrHOYp3FWEOWWfpjgvHOoVRAXK0xv9Au255M2UaldUAQaHSgsNbz7e9ejcSQpgntJCOK6wyNTLBrzzxFYZBaArLMKfMe6z3OWvAFOoiweIrcU+Ao0tLAGh9tILWgKLp0uwnOCZQKUFKDd+Ah6fbodTq05mYpel28ybBFgdYBcaVKnuUkaQLCo5UkCEKcs+XCwzukL6eKewE6DkEJqo2YX3vGL7Fm3Sq2bN5MXKnxmIsew2c+++9s3nwHSkWsWLmcRr3B1PQcxpw6UQHVapVf/dVf5VOf+tShbLkBfnxYa/ngBz/IlVdeyeMe97gTfThHxIMxlwGuvPJKPve5zw3M5VMUx0LvaF9hpvWzROqTGJcO9M5PqndqdZ75RwWfu7HHtbc0gJNv8R4Hltf+wVZ+7QUSYYMH1DsLi7+E5D/AJ5x19qMHeucU0zvHhnc8M60OkQowzg945yfmnSGe+Ud/yOduvJlrb7nlRF8yR0QcBLz2D/43v/aC30PY6Ch4p43Egx+ss05F3jkWEEA1VHTzU+c9H0s44NNTB/nFDWfxeOPRJ6G/MxeFvGrvNj628+jM5aoOScxDn2k/wNHhpDCYvS8nFgtRXlhClKYCQpBlGXGgCMMQZz3GOqRUaB0gRdmC0hgaxnn45je/RaBkmWskJL2ki7XgjEN48NaT5Tl79uxl/979XPfd60Ep1i8bZnykzvbd+5lPDLXGBIm1iMKwbHKCdeeeRy0K+foXP4ftZgQRCBxRFFCt1QiFBJ8TRxJvLMYUWGsR3tFa7CF0iBIOIceI68OMrViOwzE3tZt2az/CarQXRComDJpYFPv2LtBN55mdn2LvvhGi0LD54NcYGRlCRlWGx9dQD2D31F0supTW/AGS9jTN0WH2b93D6WecQbBmBVN7t7C4/2aajQiT9QjCmE63RaAcLreILMFZ0EpCLFAENJavRtZqzO+4E6UjfnD9bcRRxNlnb6Q6tIzKs6+gm3QZv/VOrHAEvqxCOcrMHCUow+CFwAqJFx7hy7/naKySaKPwEhIdlSTmyioVSpKGEiHLlojICqzSeAFSll++SFlW0wClNV5JjBYooalcchH26U/G+Spf//r/46tf+DS4DCcESmlkpKmbiMUsAQGRUGRegIRatUoYhkRhRGpL4a1kObghDAKE8FQqEc16g5mZWZRWZLlBBxE33nAzSZLiAaUVlThGCMiyMr8rDBSVOGJ+boYdu/ZSqd3Gtu276fRSjDPE1SqFKUh7CcaWw1OcS3EuR+JwpkAISajLTEjrLM56Dh6YQQUWIQNMmiC9oBrGZd6clrg04647NmOto7Uwj7MGKSVSaaTSVKp12nPz4D1ay/K1rCVLUqw1CAQqUCgt8dKjKzEqUMiK4rYtd9CcaHL2ueegZMRdd23j4NQU1juaQ3Vq9Rozc3N0ejnGnbx3YjyUqFQqnHPOOczMzBAEwVEZzBs3bmTXrl0DM/p+0Ol0eNaznsUnP/lJLr300gf1XGvtg76bPM9zvvCFLxz1Ofna177G+9//ftxRXuczMzOYh0EL7PFEGIZs2rSJNWvW8JWvfOUR+3k4FnrHUWO+vQb8HMaqo9I7d+2s0sq2U2uMDfTOfemd8SHe9Zb9PPfFnhvuaHL0JnM5bOpBedICQmm5bO2tBMr2dQ4IKUGWKzylFFKAUxKnNL/wxIJn/J6goMpXj0LvxHKe3JYLxoHeWdI7im53HblZiVJfQwf2Eal3jg3vSObbCXiJsaa84+0BeWcvrcwN1ln3yzureNdb3sJzX/xibrjjjgd1npU45AYdHQSEUnHZ2nUESh0l7zyBZ/zecymoHSXvaHJbDHjnXuusbrdHbgxKKfRgnXXUEECoZMlnHEpsuF9oKU+Z38+Pi54p+KMffI9/PO8inurlg/J3MkoPp/R3SnM4CTSBPdzfUaShOOTvyNzxnX17ya0tYzL6tFVmMJc0ZoXESU9g4et5j4/v2V0ey9HAeY7u6ji1oIRECiiO8efhpDGYjTForTHGEgQaqVRZaRRgvMdmGUnaQ+uIuFrFFAa8p1Gvcslll1KrV/mvL3yO+YUu1lu6WUa3cDgn8IFEWI9zFoQDPMJ7PIbCWg5OL1INIElTrNEQLuNRlzyBHbd+GWMSWgduZ1/PImWK0pJWkhCqkKFqg8kVw3hTtoUNNZukvZQ8KwhURLUSEugyd8yYHKU93meYLEVIwdjICIF2FIWkWOyRtha4+ZovMzaxkrjaIMwLwjimKA4yP9cmbXcwFU2sJNtuu5pqJULpkN1brieKmzRqNbJWhWp9gqldu1i9+gwao6fR9gW17iJBpOmNTVJ3ju7ezSjz/7P33/GSneWVL/59ww4VTlWd3DmplVsoAcIggY0IBmPAHsDG4DAYY4wHw7Wvr/H1bxxmGM/cGZtkwBhfJhgMjDG+DpgoEMoClEOr1eocTvfJlWuHN/z+2NWNWkggyRZqSbX00afPqbDPPqeq1l7v87zPWn2yXJMv7MM1ppltbCYoVUFLgsos45sli/vuZiwcY+fdeygHAeds2UBvw1qCX3wjC3//Rcg7ICOU0igdgBKoUCEDjdQRQgV4LZFKoYIAoTVaa6TWSK0oKYUNI4T3CKmwoaakNUqAlxI3FDwoBVLgpSzITathV63onlktsVJjowoDqXng/p0c2ruLxdWlYteGVNRKATOTFVaFILOCZt7EKIvQGingnrvuYs3sNHmWkWWFeA2CkCw1IByzs1PkWUqvF9Du9AnikG6vixIBgyQhNzlaK8JShMkylCoEw5o1kygE/W6fzRu3kGSG2+/cSW5c0d0ul9BBjO1nVMdKJIM+WdqlFCgMkjQTeGcBQxiGCCHoZikeCEKNywxRrLDOoqWkrBXOp5S0oBGFlKRCBCHljRu4f/cDCOGpVEqEUYk8t2glyTKDMR4lBWlihgsRgZAAvhDyCBAe6w3NVpvrrr+RhYUlnvfs5xDHVb581TdpDxJUKWTtpvWEWtNZGtAb9J9UfvlhYjAYcMsttzym5ywvL4+KjY8Chw4d4vWvfz2///u/TxzHj+o5SZLwkY985DHvFDbGsG/fvkddMH6s+MpXvvKEHPepDGstGzdu5NChQ0/rz8MToneyHrk/DhJEkCGs+IF6J01XccaM9M4P0Du1syM+/qeHeN8H6vQzQEq0VAiKAoxQsigmCFnsvJGCWOf80rNvpRx7hFYoXRQahJS4KET6ooDjtAal0B68Engt2FDvILV4QvROGF6FzS1C6JHeGeqdJOmTm3UoeQSpil2TT0e988TwTkruAakQgXpU66w0TXEmGPHOD+SdM/n4n/4J7/vAh+hng0fJOwG/9OznUI7jIe8ESKWGvBMhvX8Y3pF4rdhQryO1foJ4R2HzomA04p0TvGPIjUVJiVTwdOWdJwIeSB+jfcwTpeWfbjje6/Hrd93KO7ZspywsoEFKxPA6IZUo/MdlAFKDhNQZPnXnHQysgRMxgCeKxQ/2VxYCL0/cJ3Dec7TTfcJ8lPtutHv54SAFPxTv6tOiwCykAOGQSqACfdJEXzpZ+H/FARONOivLy0XHL1W0Ol0CrQjigJtuvplWu0Uy6BPHEWmS4fBE1aLwuXZiPa3lFQadLiook1lJp5dgvcM5w4rv0znYByKiMETKPqVyQmM8gN4SubWY3DNW00ircF6ihCfJUo4tDvBpCyUF/W6PsbEx4lJMluf0+31Wm03CIMY7h8lzxuqObstQq9cBTXMlYXl5CSEVNe+xNmVhrgsoBv2MKIop1+uUqg3WbNxKGEY02y3KlQozazYgozqZy2nUJwkrE3RWlomiiP7SUQ50m+TO0li/hc7icWqhI1JrOHRsgcDm5L2EsdoUY9PTlOszNLt94jTB2pygVGK8XqU71mD+yB6IS9x0451Uo4CZDWvJNm8jfPuvYDFIafBSkwuNVxopBBqJEgInGHruAEIgioolJ8gFAVYKQuvw3mKURHhJaAReeLIAtP1useG7aaYnbOEFwhadNoFHOstdt3yHr3z5n5mdnkCJCB0JdBggtSKMIjLTKgqoSqG8J3CgtaS5ukq9VmF8fBxrl0FAnmfkWc5YrYyUCnyxO8MNRwt1oDFZhsdQrkREUVyEfEQBQRCgtWZqcoqkP8A7Sbc3oNsf0B8MCIOQOApRuoR1gkCHgKdSilhaOo5UCu0luVXDjQQCrRRZmhZJ3kpRLpVAC8IwIM08cRgSSIirFSItydMB7dVVojimVC5TCRSR8igtsS5BC4/QFhlJkjTBeYkVCieLHeOBlngDSIETHmvBOgdYGvUaWZpyZO4oe/bsZ+/+Q3hRjFXmuWV5aQXvi6LryI/4VDzYo3l1dfVJPpunDg4fPsyv/MqvPNmnMcK/EsIw5NWvfjX33Xcf9957L1/60pee7FN6wvHk6h33EL0TjfTOo9A74+fW+S8fSk/RO/YH6p3zH5feadvqyffKSO88MXpHRCWavSvxajdK3Y8OvoqUYqh3xNNS74zWWU9F3rmA//KhDz9G3nl866z2aJ31Q+AdSbPXxyuFUoWtx3d5h6cl75wuGJWXHz3mB33+4L67nuzTGOFfEbGW5NZh/RO/c/kETosCM0OvFRUqwCMl2KHNRfG9JtAhWsDM5AStbg8pIYgjBmnG/MJ+hJBsWLeO5z//R5iYGEcowZG5w+zfv59feNMvcfjIfj7/t59j7ugCa2ZnSA4dYcw7Kh7m8xxnQ5yX5FoSliOc8oytP4O5/Q5NwPnnX8qN3/wnTL+FtwFJ2icMNLY3wPZ7lOIIKaHX66G1JgxjWq021hhEmOMZmqY7z1gUkvXarKx2UarERH2cwaCPtylZMqDXzijFJQKhiEWFsqwhnSNPMkyaYnurbJ3dSNI5yhnr1rBl/Qt5YM/9eFVhtbUTqQMmyhVa3eNUowaDg/eRt45CKoh6A1TLMLlhPUf6CSYd4H3A8sIiaWeVmkwZK0UMVIya2sDE9HoWjtyHVwHdXPFPX7ma17zkRaxbt44slGgXEDiBFarwpHLFxdoLD9IDDuGKLrgf7maw3haix1qMMeQmJzOGPEtwJsdYSG3RZdEaTGZIk3Q4NuGLcIcsL/ymhMDgSAcDcpPQXF3k9lu+RaNRhzxFWkEv7RUdzzRleXWV3BiEkmR5hpQKgUdIgRbFWNTS0iLGOCqlMmmSocqSeqOOc55ev0+vN0BIRRxFQx87S3WsPPSzs1ib422xW2R8vFEY4jtYbbYxDpwQhHEZ5T1ZkiDDAKUCrLVkWUocayqVElgDeCrlMtbkaCVxJqccRQhXjLm6PKMUBoAn0opIK0Kl8MZgHOAt/aTF6vIySkkCJQikRwsLSuCFoxRLRFSiryWpF7Rzg5UCjWeyUiG1HuM9qTVkWY6QIIWn3WqTdHvs27+fXn+Ap9hl7nLLnn37UULirEOH6sliltMWP/uzP8tXvvIVVlZWnuxTGWGEHzq01jjnuOSSS3jb297GW97ylif7lH54eBL1Tp68jr77Z7zvjvTOSO8Azyy944SkFGl6XEKn93Ymyu+kZ+QzQ+88qbxj6DuD99GId0a8AzzTeMdRiiQ9NJ2eZKJcomfsM4N3nkTUI003M9hR3X2EZzAqoWYiDjna+eFOOZwWBWYPQ2P/YvTFuJzeoIckoFZtkCUZaX9AtVQmDAKazRa1apX1mzfR7XaZaEywfft2dpy3g+de9lyq1QoWg8fw8b/8OJvXb2Lrtk3ceddtvOCKK7j5ljupr0acOTHDOZMNvrXzfu5fTeiLnMBaamGDiy/+aUS1wcqxB/jml/8307MXMjv1AHt33UDuDBiDyzICm6OlwuSOifE6cRzRarWQQlMtV4iCiHI5IE0N3hX+ZJ3VLlILtIQgAiyM1ydJs5QkHRDoEt4XneVuv0ViDI4IHVaZnpxioqzRg1Vm45AJ1aVPi/HI0mnuR7uU1WOL2LExur0mehziaoxRmkNHjrNxk6YqQnSWM94Yo728SrgyT3WiQSdrsdRbpac0Y5MbWFmaR4SK3PTprhxnw9azWJzv8c9f/ioz41UMA2r1Os+69IVs2LqJ4XUPKMa1ita354QVoRQC7zzSOZw1aOtQziKtI+9ntAc9Fo8cYe7YcY4sLJO1upi0S9IZMOgnQ884h7GO3BqMcygpib0gMwaHxeYDlHTMHT3C+Pg4Ju1RqVdYXu4VFh4UISfGglSKfpKghSLPMhCWMAxQSrK4uIRwiiAIcMIWOzbSnH4/Ic1yhCw8trI0QwiPVgHOW9I0RWpNnqdoFdDtDti1azcCRW49DoUOAkqlEi5LyZOUzPXQQQQU45pKxmhVeFRLoVBCUK6UUBRaqByX6GtBfzBASIGQEu89SgfF38EaQq2K7AnnyZzDWYeUEmcsWgqEy8F5nLFUw4BKXIZ6g5VBSrK6ilMSaQzeGZyDNMvwSmGsJQxDtBJ468isw5ocoWTh5+clznusceANOEeag/Oj/vGDcc011/CLv/iLfP3rX+euu0ad4mcypJTPqPG9UqnE+9//fj73uc9xxx138MY3vpHl5eUn+7R+aHgy9c62RpOr7nwHx7pfxKj7RnrnGa13/DNK7zgbs3/xD1nb+BIbx/exafJ3aWcdDq/KZ4TeeXJ5p8ZVd+7kWDfHqNE665nNO8+sdZaznv2LbdY2Kmwcr7FpcpJ2lnN4tM56wtHPLfVI08ksuRtVmUd45kAK2NwoszLI6GWWY90BP+yPwGlRYMZ/N0EyzTMEgigKyRKL8wabW/IsZXI4KlKOY4JyBeELA+8wDKmUy2zdupVyqYxSirFqlSCSTE/P8Od/+ZfMrJmgVCrzK7/yq4yN/wN/8zefY9t559I9Pke5UiLsZKTGkDvP7nuup/vnf8CPveaXMB7cYJkv/8MnkYMFxisxiff0ugk+s5iBwMgiFbYXJnR7fZy15KlBSQVIrA0L8ynt6Kd9nAvxDggUloxQGtK8h9Yl4rhBXK6igqAYN5KCQaePMYZIeebn9tIrB8wdHDDdGKNaipg73sSXNrPQ3INWmrKyHD92hMAFrPbaTF38bEoTF7JgS7TzlLVjJZzNME4zvX4drSP3EYjNhDJAj9VxpksvXcAOmkRBmUhELB3Zi3DdQnBEJfbt3slEHPKzv/QWNm/bylirh184Bi5FSIUSAWiNDSVKFAEOQhVeykJLkJwMkPBeI0rjbN86idiyjcyl9J3DdhL67VVWmz0WFxZYXVpmdWGJleVVWq0W/X6P3Fi8U/QrEXmoWL/+fJ598cV85Qv/yNzcQZyyTIxVkXIJpRRRHOOcpd3tgxBIKbHGIgQoJRkMCq/WPDeFT4111Bol8jzHWod1niAMKJeLTnoYhlhbJAFbZxFCMjU5zcLxeZwDm+YI4QgCiZTF7gNH4SWn8UgpgJwkyVAyRFCMoDnrcRZwHhX6wpTdO8IwIAoV+AhrC69k4zxKKqxzWOOwAhDF6Jy1ntQ4vHNIBc4WwqcUhUjpUYEEJcixWOtp9duE1QiDRzpJP88xVuC8w7uiy6+1JgwUuCIMJ/W2EFXkpGkGFO/7PE8Bj0SMfPYfguXlZb7yla8wNzf3ZJ/KUxpSFj6EjwfOuVMKuycKvSeO90hFX61PvWw+9DiPBaVSifPPP/8x+3Y/lTEYDHjPe95Du91+RhXWT+JJ1Dvp8WVmG9fTzOZwdqR3Hq/eqbT6mPl5cClSKiQBBBoXSJSQICRCFf+jvxuWhRRIr1GlCtu3TsKWbaQ2I/GWvJ3Sa63SbncfVu+0ewnGWLxXyLLEhIING9Y8Lr2DKCHE+QwGR4FniN5RKVtn/gtR0AWpMchnlt55UnlnjtnGGM2sPeKdfxHvdDHzc4+Sd1SxzjrJOwFquM4qeCch8Z68PRjyTv9heKdJu9fFGDfknRATKjZseHzrrBN+zs+odZbybJ2pEwUSpMdgnlm88yQid55OZjEj65B/ESQCKU7EKT5CgOgj3Oy8P8XvVyDw+OHxHtkLWA3vP3FvMZnx+KEkPEbb7qc0nIdDzQH2SXzvnxYFZg8YUxS4VKBwztFo1En7GSbPKFVrxHGEVBIvJRYwaUqyOI8OAkR5jAf27WPLtm3suPAC4jjE47HW4D0cPHKIHTvO5YXPfz61So3piSmSJOcbN99Kv9Uk76d0pYTQ46zFZglH7ruDuyb+mSjW0DxE4BSt7nHWzsyADlgUKdkAMqeLMAktGWQWvAUcEonNM+IwhgQyD07YwsvJewadAYEoI6VGaUuaDAi9YKwxSWWswSDzRNUJ4nKFuLpKEERooRgrhWB7tJvHUdLS7HfxOiBsjDNROQfnUmRmaZQmSVbniIKI+fmjSFbZsHaWUjkiWVlgw3iE6QmOrbYpxWtZag6YmRon7fYol8apjM+yvNpGRwGzY2fSazZpHjmEJ2MQV9HAC1/2Ms65+CLCPbvofula6gfn8CLHKEXgA6RQ+MDj5TCZWApQEj8UP14ASpGFAfOza4jP3gJ338vE0gpaQGAhEoZSIFjvQXkQUYCZHGdQimi3O7R7XY46Sz9NGFjHi175EtZe/gIm167lI+/9T/Rdj067U3SUtSZNEqyVCFEInnwYYiKVJI5iKtUq/X4fISTGWIQQVMolSuUxjh9bRimFkIUXl/eWcrnM6moT6xzOO5QSLC8vkyQJ3oHWIV56bJoRBSE4h8VjTE4UBGilSLK8EHAuKQIfRDT8ZDh0oHEuxVqBVIUAMcYgpEQoVYyveVEU2ofJq857vLFAwfmZ9cRxTGoLMZ45C7kn0IowCEhcRmYNVggy6chthowipNY4I5CDwrZfS6jEIWEUopSiUqnQbnfo9jpo7Yt0WeuKz7HS4MA5i1Sj0a2HIggC1q1bx86dO0/e9kzbyfovRalU4k//9E+58sorH9fzv/rVr/Jbv/VbZFlGo9Hg937v97j77rt54QtfiPee66677mF/5q/92q9RKpVOOc5v//ZvP+YgQXh8oZBPBzSbzSf7FJ40PJl6p9fM6fUuItOtk3rHZDlH7rtzpHcepd5xu/bxG3/U4Nrbt5wwK0UgEKKwICi+pyjsiBP/nthpKHjhtgO8+423UztvI81b9vGXX7qYs9cscPOBzUgxxSVbBsBaJGsRxlPOcpJWxj99+yIGmS78VoVg+7p7eM8vw5YXPedx6J0+ldLdVKqbnll6J0xJnSd/BuqdJ5d3Vun1BmQ6eBDvjNZZj4137uE3/ug/ce3tt4F3D+IdUaylht9/D+cMCzUv3HYm737jm6mdt53mLbfxl1/6Z85es4abDxxECs8lW7YAw5r0Sd5p8U/fvplBluGGXs/b163lPb/8Zra86IWPa51VKT0D11lhQOqyZyTvPJk44SI+8qZ+/IiV5g8vu4JXTawBYTBKEjiNFBKjOBkIenLD4Ik6jyiCjK86coDfvfoqMmupRxG/85znsXN+nudt3ITDceORg4U0cv7EMAalIOB155xHnuXMOUOSDLh7foFP7d5Fau3j+j2eScXlE3gyi8twuhSYXeH3lAxSAqcJAo21BqUhUAFeOHqDHr1+jzTLSY1DAqHWOJ/T6naQUrL3wF6OHDtCq9nkwIED3HXXXXzr29/GpZa9ux5g05o1XHPt1ezbcy9nbphGCkWSz6JcxsGFFnm/S6+f0Osl4FPuv/1mZscrjNXrrCqFmpD0hEIbQymqFbtJlMdbR1Quk5mEQCuELwpFaW6Q0mJEn/r0WlLrCQJB1lvFq5TcGMYb09Qma3S7LfrdNqvtefpZj0p9mrHxMpWxCXr9CmFcwZqMVnOO6ZJj65pJup0+68/aQW2qwopbQ9dXObx/N2tmtnJsfo7Oyk6Cbp8MSNstlo6lhGN1fKfFpvUTTFYj6rWtDDJPlrZoLeyHtE+lVKHbGVAKA8qRJyGjum4trZXjRNISCIsmYMclFyD7Lfzff5XSkcNgM2wA+ADvNB6Psg5BkXIsRFFkLlKQiyhRLwUuFvhNMzTO2cqxm28imjtK2RhwAissVfJCHTsQzg+baMWlg0oZh4ZqIR6SG24hOmMrF192Eede+ix2776bMNSUyiWkkJRLZVIJUnaHacQa7z1aK4RQtLtdJicmmDu2QJ5bSnGMMTmD/gDjLAiJ1ookGWCMJgyjQnA4T6kcA57UZASBxuRF5zkbEmeW50gphsXsEOc8WW7wDpTUSF34lGVZ8T46IXyM1eTOo1QxFmWyHCEVXgVY6RDeY43Be49zDh0otFJFIvFQfHoApbDeYYwjtynaKALjkM4W4kx7gkCDK34f7/xwMQtRKcJkA5T0jFVKZHlOtVbj+OISaZqTZ46hlR9KSgQCJRXe5Ujph4EhI5xAt9vlqquuOuW2Sy65hHvuuedxFSqfaYiiiA984AO89a1vfdw7mKempvijP/ojlpaW2LFjB29/+9upVr8bsPXWt771UR1n+/btaK1517veRZZlj+tcRnjm4MnVOxnKzXFwYfak3ml3dyD87pHeeRR6J+/2+L3/u8r/vHYzzj8+3plf2sxb3ngvm87ZyjV/N88nvnkO/fxZJ+//q2vPflTHuWPPWj70vgf4wBkLI70z0js/EKfbOqvdTRCjddaj5J0Vfu///n3+57VXP+KOvx+E+aUl3vLG1w155/N84pvfpJ/nJ+//q2u/t6H+cLhjz14+9L4P8YHROmvEO6c5PJA9ZNOOZBT492gRSsV/fu7lvGXrGcQ+xwQhXgaETiPxePWD6zvT27fxxzeELA8GnD0xya+feRZjZ599sr7zji3rH7m+I2VR3/E52doN7GhM8DvfuuF7XtMRTk+cFgVmBGgdFOMlQhXG/dYQ6gAlJc75oQ+UwktJqRrjhSAIi4uD0ALnDLfe9h327t1NGERIBO1OhzQZUAurtFZbfPkrX8HKwjtpZrxW+DU5y2KzhcgX2LhmDQcWWnRMC+kyBukyh44vszG6kFf9zNvouoxbv/VNFg/cQzZwjNXqzEyPc+zAUS5+3guYX5zj4O67cYMM4QUeRT9LiKRjZWmJtZvOZt2GTTRb8xzatxNrEkw+IE8nMInGZgFRbZz1W7difEjuQwirRD7AiwBrDWk/JXd9tpy3kQ2bLmJi7QbuvvNe0l6Ci6tUqlVEIJHSUKnUyXODyj1RY4KZjWfRWp4jDTy7Dx1hy/oNpIsHWGkt009S6pUqzf6AY8f24LwnVgGV6WnGgoil5WXiQCCDAA2MxRVKpTL2+HGCY4cIzADlBEporBSYWGMiQamfIp0bEo5HeIOXirRSw0mIkj7Oa/p3389tBw4y3emThCGhT9DOgRdYFSCdR+HxEpws9i4IZ/BCIR1kEWjpiY8tkN1yJ9VXvZzzn3Uud9z9bRAltFboQNNqd8gyT7/fQ+uAJE2QQmIdCKkxWc7qSpM0Mwg89WqJmZlpkoHlyNEFcmNRSpKmCVorojBC6aLbbq0lCDQSgZeKUjkiz3PwxftXeBDeEQQB3nOyMOZ9MVIVlgIEHmMypCjEmDE5CIUHBlkOzg7FSbFbSiiNphjTt8aAFMW5eI9QEiVl4bs3PG/vBc5LHMXYi3WeSGms9Hjv8HgCioRi430hYEIFziODACkEvW6Pdq/HkWMLhaePhEqlyvj4OEuLiyRJSqAhKJUYJB4hToyojfD98Ezcyfp4Ua1Wed3rXvc9xeVut8vXvvY1fuInfoIwDL/nebfddhu7d+/mJ37iJ/jiF7/IG9/4RlqtFps3b+aBBx7g4osvPvnYPM9RSp1imVF8xoPvecyb3/xmPvnJT3LjjTc+qvMPw5AtW7awe/fux/Prj/BUxmmnd3aCyxikyUjv/AC90zrc5PO3nv2Q4rKnHOZcsf0BvnH/2eT2obLac8GGJbZOLPGNXVu58owH+Ju/K/PZ6+6jd7DBtokV7pmfLd4YeALlsU7gfHHNlMKhJORWnHyMlg7nBX9zw1Z+7ku3cvlbpx6V3hkkHtiCkPtHeueZpndOO95pDXlntM76wbxzhM/f+u3vKS6Xw5Artm/lG/fvIX+YnX0XbNjI1okJvrHrPq484wz+5u/+kc9edyO9g4fYNjHFPfPHTj42UGq4Q7j4GVIIlJSnHFfLovj6NzfcwM996Wtc/tZfepS8kwACIdWId55pvHOaYVSafPSoas3r1s8SuQfXd6AlHN88coBXbtxASXBKfcdJya2rbfasrvCKrZv42t59vOqss2kPemydmGJnt8Ul49VhfQcSL9ECQgReQo7HeAiFK+o7FnqBJcLz82ecyWf27+Hbx4/9oFM/CSnE427KjfAvw+lRYAYCXSS0eusI4pgkSchxZN4SByGlUoi1RRKuFQKhFMIIwlDjXI6zeTGKk0ZUoxKVUoVSGBAo2LP7ILv3P4CUkBtDlhmSJMP7QmAlg5TcpDSmp0mSNtJkCKGJpcS5nKOH93DDV/+R6S0b2bJpM9VQEEnH4vFDxGGDwUQfJ6tsPuMC9t6/E6xEyQgnUqT2COexaY9jhx+g3WsTlsqMT29g+dhBBr0OGfN0llcLDy0dEa702XbGNjZtP49MKLJkwGDQZ7xRpu2W2DI9w3nnn8+a9etZanbw1pCZlH6/R1CqMHfsACUJcVClX/Xky8cYm1wLOuQ5l/849915LcuH7uPI/iNUYkFETmoGZJlEhRGDQZ9qHKKFJ0l7RM4wHmlEqYwQEryjXKmhVAT9Ac7nWCSKACs8Lg4Qr7iScPNazN/8I2phAS8ERiiUz7FRheDVrybv98i/eRXyyss5q5Vib7+d6EdfADnw1S/ibIabnES97MfI9h/Ef+t2pHW4Z52F2n4W9upr8c0etlpBXXEJ9ugx2LkXtbCI94Ly2Dh5JllsrxQC2jsCGdHtr5LlGdZZlNKsnZnh2NIKSmtMnrOy0sQhiRRMNUqU4xLt1jJJOiAuV0mzjCzPiaKQcimmPFZGCkmv28U7iHRElhe+XR4Bruh8a6UQUuG8R/hCaBRfC5QEgS264VIWIsz6IuTBu6Jr7h2R1gRBQJokw/RiMB4YjnIVoyoKpfXQZwyUUnjjMPnQX1YqhPTDBYfAkaNUCEJj8xxnLWARCrSAHIvDEUYRubUM0ryw88OjA4VzhpnpNYDCO8nszASveMVLaTe73HTTd1hYWsCNAhZGeIKxsrLClVdeyb59+/jnf/5nLr/88lPubzabvP71r6fVanHppZfyrne9i/Hxca666iquvPJKPv3pT3PrrbdSr9e56aabePvb384LXvACPvCBDxCGIR/+8If5xCc+wV/8xV/wvOc97+RjXvjCF/Knf/qnvOQlL3nUBWZjDPPz80/En2GEpwBGeuepqnfaQy/b72KikvKl99/D1h0Br/7FFW5+YOaU+xtVw+c/ukTZrPCid6zjg3+8RHu+xCt/9zl87YN34cw+Lnv7BK1ByI+cucifv/c419yg+O2PnkNmFL/+moO85bUr/Op7N/PtPVNctu04H/nt+7nuW2V+55OXcP3tk7zgUeodrQVrpiXHl+VI7zwD9c6Id56qvDN4GN6p8KX3v4+tO87h1b/4Vm5+4IFT7m9Uq3z+o39O2Vhe9I638cE//n3a8y1e+bvv4Wsf/ADOeC57+6/SGgz4kTO38+fv/UOuueFGfvujf0FmLL/+mlfxlte+ll9973/m23v2cNm2rXzkt9/Ndd/6Dr/zyc9w/e13PAbe0ayZnuH48mid9UzknRGeqvB4LJbwZH1nyWa88qtfYn+nzT/+xKt5Ub1+Sn1nOXf8zJe/SDtNuGbtG/g/rruOWlzin37mDbzqf/9v/u6+nXz7p17DuNJcv7LCv7vmWn5k/To+cOlziYXkw3vv53/dcy8ffcHlPGd6LTcuLPCOm67h8o0b+H8uvYwXrVv3mArMI3uUJw+nRYH5RIexGDUpUlnz3BBHhem/EB6tBVprBokDLM5Br5+Sm6DwRwLSNEGiGXRT1q9bR7lS4vDRI/TSAclCSm6ywqw/dzhXpNvmeQZIdKC48+57CmsrFKU4pBQHaBXQTwcsHvk2F51fZdPWacoXXErSN9x8U5tnXfAsbvhWl7x5lCte8Ar23znFoQOHmJ6okSZt1q3dwMUXXsrtd91JanLm5/fSSSxahcUFqj7Ghm1n0Kstcu4Zm7nv/p1kywc5lieUbErcmGJsZi02sbRWV6iWSqxbu4YgiDh2dA4ZxNQaDcb0GKXyWoR01MYnyHtdeqtLhDqgt3ics868mD1772P/oTmSvsdlGSaocnTxKAPjqNca9PpNXJYzPV5nZnqKcrlEkiXML67S6w/AGZz1lOOQTRsqxU6H3CJcgHPgcIXf0fln4l54OViNLZcJhEZ4gXYWITWZD6BWRc6OY25pwAXnEywlqF374VkXkB08SOQkqYoxW89APO9yxPQa/N27CHsdciNQl/0ItpMir78K/+wz8S99CeYzf0+oHCiP84LcK+qVEktJDzEMmgiCgFIc0+8PECfGjKRHCEscByhfJAVbayiPjdGYmEDrkGarjVaaPM/J8ow4jhFC0uv3mJ6aIAojjh1zpEmGL+IjinEqBDiHluqkP76UqsgiORF4KMKTlmmQ4Yad8CzLhoEVhc+asQbhA6SAJM1A6mLnNR6EPOnBJSi6/FIA3iGlwGuFt8UpKK3wFF5mjmLntpCKNE3JjMGYYpemUoVPH64Ir0jyhCAMcd5RrlaoiCrNZguB4NChQwihmZ6a4BWvuJLzzzuHnffuolyqYJ0YZU+M8IQiTVPe8573cNddd+Gc4xvf+Mb3FJittTSbTdI05fOf/zxpmtJsNrnzzjuZn58njmOsLRLK3//+93PXXXdx9OhR3vve9zIxMUGz2eSuu+7iAx/4AB//+MdPPuZlL3vZ9wT//SA452i1Wv+af4IRniIY6Z2nst4xpyxYQmX4j79wL+f+1FakU7zonEPfU2CWwlOfDtCVtbzmWfsILzqb8XnDhZtbTD1vC+39xxDSESrDr796P1t/4jwaW47xB//dknUV1TBlxys38hsHV/m1/zzGO988x7lvOJev3d7GOIkE/KPWOyBVc6R3noF6Z8Q7T2XesQ/hHcV//IU3c+5P/RTSBbzonPO/p8AshaA+PY2uxLzmWRcRXvQsxue7XLh5K1PPu4z2/n0IKQmV4tdf/Rq2/sSraWzZxh/8978i63aphiV2vPJV/MbBOX7tP7+Xd775DZz7hp/ha7fvxDj3GHlHItVonfVM5J0RnsoQw/pOhMORWcvv3fpt7llewnnPVw/u54oLn31qfcdBM0nIneX/23eQ1Draacp9C00W+31iKfFW0JYBf3L3vdy7ssJcv88fPvu5zErHyiDh7pUV3n/fLj42XedDu27n3tUVXrRxE2FAkW35GDD6TDx5+IGrYiFEDFwLRMPH/633/g+EEFuBzwKTwK3Az3vvMyFEBPwVcCmwDPyM9/7AozkZpTTGGJIkRQrFYJDgnaMxFhdb6IOQNFBk1iHDgDxzLC0sg1BIpQgCzepqh3IcE5fLNCbHaUyMs2HTVhYW5ilXKuS55cD+w/T7KVoHYC3OCrK8MPEXosi4FMISRyVKpRAZhoyN1clTSbLSZm01Z3pMsPbFl+CF4lu2g/CS/Q/cDcoipKezusSGDTOcec52xqZiPD2UM2yenaDZ7tHuDYjKAWHo8N051tYjtq6rUy6dQRiF9Nt91o8PcMzR2X+Avbv3sGnTJmZmJ/HZgCxLqVTHqNQnWO202DS5hSSeYaW5iorL2FIVpUNMa5lUahaOHEY6gU+aWG+RjVmcy1HhNJVqhPeGqCQJS4ZKOSJNMw4dWWB5tY1TDq0DlLdoFeD7Ca1Wu4ipNJbQpkCADTLM1Br0S14EYYDuGYSxOKlRViDIMCEIDG6lgzp7G2bNRsLKJMb0YWaCKK4h55aRzhKICLVlC1YoZGMWFVZRvSbyyGHc4aOoi3aQPnAX4fOeB4faBPcdQFpHKgNCQhhkLC3Og1TEcYyzDucccRQTRzH4QoQtLi0RBoraWAWT5zhW8c6itKLb63N8YYXV1RbG+aGYKHYgSjydriWIQgb9/jDh2MFQeNjhzxNCEkUheZahlUJrhXeOKIyQUpFbSZplRafdebQKcL54nnMOKQQ6jBDiREKyRiqNsaC1xjqDGS58pZTFQsL7QnQNO/hSKHQwTED2ljzPEN5TiiN0oMmsLfzGvEXrsAiwyH3xEhtTpFo7R2Yd1WqFIAyxxhVhLd4iXY7A02w22blzF8ePzXP+eRdw1lnnsv/Q4cfM8j9M3hnhqY9vf/vbfPrTn35UIYm9Xo/f/d3fPfn9Bz/4QXq9HhdffDFhGNLtdvn6178OQJIk7Ny5k8svv5w3v/nNvO997+MLX/gCV111FVdddRWNRoN3vOMdj9sHeoTTCyO9M9I731fvPCQp5tnbV/iZX41RkUb3DN49TACNc9iVDuMb1/D7r7+RsPGTdI3h7S+7k1rtIm65R5FlkmqU8+IrMpRQVCYmOG9tmxsfmOKzV6/nN/cc5ZWvDbjiC8e58qdrdPZmfOzv1xdj2EKhRnpnpHdGvPMM4p0z+ZlffQsqCh8F72zk91//ZsLGGrqmydtf9nJqtUluuefLZFlGNYp58RVXDHlnLeet3cCND+zis1d/k9/cs49XvvYnueILf8+VP/1TdPYu8LG//3uc9yPeGfHOaJ31tIcntClBUMIGGTcurfK5fXtOWk6Eju+p78ik8ELv5Tm/f901xWEEfPj279DPcy5at45YK/qZ4cbDhwDIrGX3cot101XetH0bH77zTr58cB9fX9jGN44eox5GvPOci9DO48RorfVUwaPZdpUCL/bed4UQAXC9EOJLwG8C7/fef1YI8THgl4E/H/676r3fLoT4WeD/AX7mB/0Q54rUVijGSUDQ7w8ol0uUdEisNaUoQNZrdAcZrd6AXqdHlmSkuUUqTbXWQOJYu249r/3p19Lrd+n2e0xMNDh6tEF9fJwv/vNXKFjYE0Uh3lvGKjVarSZRVGZ6ZpI0HdDuNImrIc5ZanFAu93k2htu5pUveTlnbbuYSqCZXbOOY8uL/PXf/gPlSonp9euZXr+ZY3MtTC8lR/Pj/+Zn2L55lvPOOpN109N86lN/za4DB8kCR6gVkXLEJue5z34u515wAeXpCbpJj+b8IhpPq9PGaPiJn/o34D3K51QqAUluGFMSmw0Yb0yQizF6iaPeGMd6z6DTI0sNNRWwbuMWluYPUQ0V1ahCbctZHF+scnT/nVSDgEZ1DXEoOXjgPvqdZYKgCQREUYOwNIUxTRpjdbJ+76RHV63RQMmiC+0USG/IohB1xRXo+hr6O3ejt6/HCQG6jxMhEl/4ZomcrLuILJ2P2baNKIjxFYfdugEfSdTScYRzyJLEbl0LWQ9VCXFrpvArc5D0Se/eSfjqlyNe8lLE1Cbyf/giYbaKRxD4AIci8RkJnrzbQwhFtVrBGEu73SbLioCIIAjJbEYYKASQJBl5bgqvsTyn0+mz2mojlSaSim6vh/PF+03pGCUl3W6XanWMarVKp9MrRIYKGPgEax14i3eOSqWCGgp0KEY38jzHESKlwg9FhsENu/uWQGu8d2RZPmy9Fz5bxhbp9c4VgRNZnuE8hEGA8sX7OzcWLSVKSXAeRxFG4YzFe7DGMhikaCEohrUgN5Yg1FjjsMbihcdZgck9mXMIk+P9gFa7hzMGIQQqkHg81WqJRqPOrvt3E4Uh3V5Kc7WN9+5EkPVjwQ+Fd0Z46qPf7/OhD32IXq/3Pfc9OHTPWvs9heBer8fVV18NwEtf+lKqw3TzE7uFer0eX/va17j88suZmZnhggsu4Prrr+ctb3kLnU6H5z//+UxPTz+Bv90IP2SM9M5I7zyy3nlQA6sUGt75loTa5MRJvWMVFD7K7sTlGoEl6SzjS1tP6p1Ko8/lP5bjI8m1tzfo5yGVSoof6p3auOAlz17mxgcmmW9F3HHtKi9825n8xX/ZS3392Vz3sV0srs4CxU7Qkd4Z6Z0R7zxTeCfknW95K7XJjQ/hncJHWYii4CmApLOAL136IN6pcfmPXTHknVvo5zmVSvlBvFPlJc++hBsf2MV8q8kd117HC9/2b/mL//LH1Ndv57qP/XcWV1eHvCNHvDPindE662kOpwBpaAnPhx/YTX94/QAKD3zdJ7USgcMbAdKjHuIF3stzrj24H4AXb9hAVSm6DzpOL8/56tGDvGhyB7NRxHnjk9w8f4y3f+1qOlnGZWvWsKYs8AjU4wxXHuGHjx9YYPbFSrs7/DYY/u+BFwM/N7z9fwF/SEFArxl+DfC3wIeFEMJ/HyMU7z1JMkAIidYa5xxKKUqlEniIdEgcRIRCoOMYpQIGSU4cRAx6SXEBMZ7BIGesWuK8HTuYnp7m0O2HuPLKK9Eaoihg5677iaIQvMQYSxxpBv0c51KiKGBqcoK1a9awYdNavnntNwhKIVIK0o5hkPdROK658TqqJcdzL7gYYxbYf2gXzzrnTO68bTc66eA7q0yMRXSyHtUQNtTrTIU1LrvoOSRpj42bN7DcbjE7M8PhQ0eZGh9nenqS3OXEccjM5Dibqxuxm7bSXFnFeEfuAqJyhdWVFcZKERvWFN31QBUd48xLeosDUiMpBSWMteggoj4+SUNJSlKzXD/G0b3XcfhogpZVQmE5a9u57LnvLrL+QdZv2EAQlYnEDM4alNJUxqqsmV3DytxB2q0O5TjCC0HuEoy1CCnwxmJ9gFAOufUsoksvYXDr7UiTo7ZuQjiBmNyIveJ5WBUgjMHuvA+90sZEILfNIrxExCFq8zZsZvBLyzgC7NQ4ZnyK5N77qJ99BoMts4jdmjixpPfch/uxF6AvfA7+yBzivjuGnXKFFznWe/CeyEcYkWOdY3l1tUj7HaYAj43VWFlZAa2o6HCYll2MDVbjmLXTU3jvKFfG6A1WyfKc3BhkYY9Gr9cnCkNIPdVKHbxECkm/3wfkSVHibI5zhjAMGKvVcdYyGAxw3qGUxnuKhGJbCJ48y5ACvHOEQfFx6/X7hR+eDGi2WpTieHh8g3UG51zx2pi8KI75guSlkmhRBFB4V4zZeYpdKoYi3DDJLV4KMmtxUpEbezLJ1ViLyQzOUQQuek+SZEglCXRIGGhQxfhYEClanSZ4T0mVuXfnfayurJBlyWP2Qfph8M4ITw989KMf5e/+7u8477zz2Lt3L2maAnD99dfz9re/nSRJAHjxi1/M6173Oj72sY897HFOFJ//+q//+hT7ik996lP85m/+JvV6nXe+85185zvfodVqEUUR73rXu6hWq0/wb/j4cfbZZ7N///5TCu0jPDJGemekd76f3sFaThTO3vaKA7z2DWXu/OocW6oLVLduAut5/tmr/NkfHKEUgjCGb3wl44s3b+Tfvurh9U6y0gTgTZc9QGV2kv5Q77z2JYd4/99topOW+Njn1vKcNyRMXXYB2cFFPvr5afp5EWIqZHG9P530jrHbCcNFxmqVkd4Z8c6Id/5VeKfA217xSl77hjdw51evYku1MuQdeP7Z5/Jnf/D/oxSWhrzzZb5487f4t696xcPwTk6ysjzkncuozK5/EO+8kPf/3efppCkf+9zf8pw3/DRTl11OdvAwH/38Z+jn2ZB3OA15Z7TOOt14Z4SnMgSOEKcEf7lrL1/cu4ezJiY50GqSWQtCcNNih3dc/XWSYcH4hZs28eqzzuG/33n7wx4xcuAI+Ks9O2k9aF3y2Qd281vnn8ukCPh35+3gtsV5WmlKqCT/7rxzKQchEoH05mGP+2RiuJdghIfgUbUChBBKCHEHsAB8DdgLNL0/+UofAdYPv14PHAYY3t+iGLP4PvAEgUapwrvJWosx3x1FMdbjrEeKIq01HST0ewP6/QGZKTq9UkjCIKJaqVGpVKhUKhw+eIiJ8Ummp6fp9rrs3bsPpCQ1hrHaGBdfehHlSkSS9NFaImQxKnP22WczNTmJEJJOp09/0ENZT1lBe/U4//vv/oY/++9/zpeu/RqqVKLamCK3jrIOWDs+yfZtW6iMl0myPnN7D7By5Ajt5VWOHZ1n2+azmanN8ryLLmOiVqef9rFCsGHjRmIl6C0ucHjnfRy+fw+xD5CpICYntn0mS4KKMthBl3IcgxB0+316vQFZluGsJU0zhBAEQUi9Xqc6Nsb47AxT67ey+aIfpTK+kdbSUVpLB+gszFMqj5FmKxyf3w94JiZnGKtNUK6UiWJBmq1SrVXRWjHo9en2uoRhiHXFQss7i5WCpF5BveQK8k4b962b8MpinUZ4hwirBBvPINh2NsGZO3ATs4iVPtIGlGZmMb1O4f+2bgOq3Yd2n1xrsk1bkCLC3H8fttUlWLcJqyReZvjeEew9d+KdJL3tFoJWG2U00gIqB2nJrSHpF8UlpRVBGODwJFlKkqRYa0AIBmlOoDXlOB560cH0RI0tm9YyOz2BFyBkMV6ldVAk/xqD9wLroFYd46ILn0U09M2y1mBsRp6nWJcjlWdsrEK9MUa706TdaRXjc0oiJDhXJCnjPd4WXxcjVHIoagxhGOIpwlO894WPV5ZhbfG9UsXOAGNtkWZsizEy6yxplpOZDGPt0NXE0ekPSI0lyQ1JbhlkhiQ3dHo9BmnCIEtJ0qzYcy4knmGqtJBFN10KVKCQgUZpiQoUadYnywfDdGWHDhSZyQph9DjSjZ943hnhqY7rr7+e973vfQRBwNvf/nbK5fLJ+66++mr27NnDkSNHOHLkCHv27KFSqTzscRqNBm9+85tJ05Qbb7zxFKuNVquFHS7wXvnKV/Kc5zwHgMsuu4wf//EffwJ/u385jh07dnLH2giPDiO9M9I7j6h3bFEUuGzbHO96V0rS6vLx/6npeYV1GungxWcf49wdY2x91gxbLl7H1i2S/qJ5WL3TWfB87ltnEirDcy81aBme1DtTW2dQupDoX7pnPbdc1cI7yU1fWuKrOzd99+2k3Gmnd2q1NvVGaaR3Rrwz4p1/Nd7xXLZtK+961ztIWk0+/j//X3o+HfKO58Vnn8u5Oy5h67MuYcvFz2XrljPpL7YfgXdW+dy3vkOoFM+99DloGT+Id7ajhpkSX7rnDm656mtD3vlnvrrz3gfxjj0NeWe0zjr9eGeEpzKsFFy7vMBH7r0LLSVvPe88yicyZ4Tj6v2H2dNscaTb40i3x95Wh6oMHvZY9SjideftoAvcsLhw0moDoJWmpN7hZcbLt05yyZoiy+KSmVleuWHDd+s74mHsgJ5kjIrLD49HlUzkvbfARUKIBvD/Aef8S3+wEOJtwNugSF9FgBpeUJIkOVkoMMawstpirLIG6zxCCXJbXNR6SYpDFGb5IQihkFKxZnYtS0tLbFq/gbWza9l/aA/OS8YnpxGtLkJGZFnK8uoKtXqNvGLpdgYsLa/QH/S5/robqJTGWF5ZZdDN2LRuLc5JVlaPsmF2EoVF2ZRev8Oew4vcdt8hslKda26/m+Nzx5mYnKbcmKJcLfPFq69jy9pxtm/bXASsYNGx5q5d95EREFaqoCOu/9atHJtfRYUhSmsmxuocW2phARWGVEoR62YmyU1O27SoVSrEQUA7SchMTq2+Bh1MYrxlkKaEoaYUhWTW0JUgIkFjahO1oEFgHMePPIAqlWnUIrxIyLOcSjmmGiuEAWs8odB0mj2q1ZjSWJm+y8E52t0Om5REC1F0YfHoHRcgtm7HLK1SeeHzMVu24eMAzliP+8638X/xiSIUQgUEtoubnkQlKW68TP/oHqrr10Jtknx1BZ8mOO0QWzcjQsnEJRfhq1NoF+KjEJ9kBJnHHDsG+QB5aK4QDSLHS4kXEV5AbjJ0SaJEhAfGxmp4PEII5o7N0+8PcMU0GWGg0VrinKFcitiwdpp6NabTXmF1dZU0zRFCFKNYw2M457HGsbK6xE033UAQhuAtQSix1hKGYRF2UQ5RUtHttRgMUkqlMlJKrHPkxmDz4hyyrBCtRRCFRCoxDKnQOGOQvgjQkEEwDLbwmCxHCl+kGRcbqwrxYy3GORwepSTe+eJ+YYvRvjzH45FIMpMjlAQpMcNCWrVSwXlPlhukKIRjGAaEYYDFkeYpxmZ46QhViJAeLz1CSDKbk7aaDAYJKpBIXUKI9DFzxBPNOyM8tZGmKR/84Ac5duwYUkr+23/7byd3Ht9zzz186EMf4k1vetPJx4+Pj/Nnf/ZnD3sspRS1Wo1ut8s3vvGNU+47MUYJUK1WefGLX8z111/PlVdeeVrvXgZot9tP9ik85TDSOyO980h6B2uJtOE3Xn+MNedvIl1s8ru/MWDy/ELv7LgI/q8Pb+HTLx2mSQnBSnuCX/uxnQ+rd9LVJu1+nUpsuOJF+Sl6R00ZdFAUDPppwPW31HnBvxlww01lBtmDF3DqNNQ7Od1ef6R3HgNGvDPine/PO5rfeP0bWHP+haSLy/zub/w6k+c/a8g7O/i/PvxRPv3SG4utxQJW2i1+7cde/Ai8s0y736cSx1zxoisewjsWHRT80k8zrr/lNl7wb36GG276FoNTJqH0acg7o3XWY8VonTXC90NqDR/ZeR/z/T5SCD54++2004IH7m43ef/zns3Pbj8b6S1OBYxXNB+9+46HPZYUgjElaJs+1w/9l09CCJySeDQNoXnR+nXcPHecF27YRDkI8W5Y33l0ZcsRTgM8plfKe98UQlwN/AjQEELoYRdrA3B0+LCjwEbgiBBCA3UKM/iHHuvjwMcBoijwzjmsc3hfCKE8z7HGUIpjWt0uR+cX2LR+lkDJwtdXSaQCbw1xFFAeKzMxWWN6Zpo8N3TaXTq9Prfffhe1eoWxsQaTU1MY4OLnPJtD+/fhXc7a9TMYK2iudEkHOXgoRTH7dt9Lf5CxfsNmyrUG7UGP6mSN9RtnmKyMQWLYMF5HR4pt287gzHNjkkGb88/fzpaNm1luLxOWY1YWWsyO15mcmqSsHYkZMLu2TjiAxvqtlCvjhLRwuWUgBe12l7gUs9TrEmlIswGDnmfNxDgT1RKx8niG6bhaM95osJoYlk2EkIJABuhQ4azH4wmVZmp8DVIqFucO0mwtMPCOcn2axDlCoDo2iwDarSVWl45TiSIGnS42iNE6otfroyNNuV7HNpsEpZg4quAQ4HK88FipCffOYSPor58lGKuDktiJKqEVyEEbRI5XAiXBd8qIZIB3Vez+I7hqSFCt0V9YJswNqhKg1s8i2n2MquAGPfx4BTExiW87sAoTaSJhsD7FIZHO4ITGeY3AE1qBch4RDy/YzpCmKfXGOP1+v+iUS43AEEUahEDrkDhUTE/VqI1ViKJiRKoYiQKtFVEYkmYpznnQgvFGjQ0b1iKUottrU4srhFGMyQ1ZntPr9knSFCEkQiiy3GBdjpACrYrONQx9i4TA43HeEUhNGGgEEGhNmg+QUp68HwRCCqIoKj47zqC0Orlj0XtPmuWUSxEOX3TbrcN6j3GFT5jHkTtHGISM1asILRirFMnVtVqdZqvJ0vIyEkEUVRhvNDA+Z7m1Qu6Kjrlzthgdw6KDEPBYbwmiYDiyJR7z6NYPg3eEEKPG41MYxhimp6ep1Wqkacr8/PzJncfz8/PUajXWrFlzynN+/ud/nve9732nWGA8GPfee+9JS40oijDG0Gw2+eu//mve/e53P6G/zwinF0Z6Z6R3vkfv2BwlHXPdMr37lhFlS3V7GTlWAyWZXA/tNGS+c+oOns985yx+qzmgUpen6J10fhnnNrJj/QrVjZPodp8BdegnVNaEvOF5e/jol88rDqJBCQM+P/XNJdRI7zDSOyPeebrzjmCu26N3335EWVHdvhU51hjyzgztNGG+c2pD+TPf+Q6/1VylUq8+hHdWcM6xY/16qhvXods9BsTQ71JZM8kbnvdcPvrlrw55xw955yE2W0KOeGfEO6N11tMYAk/uLbP1BmNhSGosi4M+brhnd3HQp65KrCvHIHKcEkgJbzznAj5w51200/QhxwNpHfetLhYWG0AoFdY7WmnKZ3bv4TfPuaSo76gTGsqdUt+xIw/mpwx+YIFZCDEN5EPyKQEvpTB2vxp4HUXS6C8C/zB8yj8Ov79peP83fpA/j/dgcosxhacLvuhclkolwjAkTRNa3R7LrS61sQpeatauX0ep2iUIQqK4RGbSgoRtyp4HdrO4eJRrr70WYwRXPP/5DPKEleVVGuPjrKwuUxkro4VHS4+xirSX0213KJVqbNu6lbO2THLvzj1Mr9/MWdvP4stXf5WoOs1PvfYNRHGESFLcYEDic551/hqE8zib86LLn08cRaRZziDJaLc7bJwd59DeB/B5Qr1U5y1v/AVsUGLXgSOM1ScZL2t0ENLrpxyZm2PDhg3k2YCZqQlaq6vsPbzA9FgFmfUQ3lKpjJHlGd1ej1qthjc5nsKwSvkALy1pnjEwjmoYIZUn1BGlcoPSrGJ+0ObYyjyzs9MMkpQ4UFjnSfKcbvMYvU6LerVOP2mSmAEiF5SqMVLGKO/RwhMGFbzSiGyANAZ13c1k37kdIyWBVLhXvpzg4gsQ37kTkRmkLS7qxYiSRHQNoruKbtQpHZ5DzI4hpjei5o4jfY4a34AYa9D9+jdRN9+C2raJ6M2vw8ysRe47iKcYCxPWI/MU0Mjh8a0SeAz9gaGbZpS1QEQBvW6fWr1OtVIZjj9lRGGJarlMXAqRShEFJcYmikTUVruNsZJKuUqWWUQoiMISaZoOE4c1Wgsclhdc/gKuv+F6JiYmaHc6rK6skiYZUiqEkDhTjD+FcUBuwFpHHGtKpZh+txBRQaDJbSFerB2Gkg2J3DlX7NL2DoFAa42UiiTLCrIfdr+d9cPuvMA5h9YaIYrACgT4B5kFee9RWhGXI5SSRHFAXBrn4osu4sYbb2R5dYkwDImqJfJBVgg2awnjgDAKcVlGbixeFON7QknQAu8LP9s8N+S5wRvPY9U9PwzeGeGpC6UU1WqVD3/4w7znPe/BDv32fvmXf5mbb76Zl770pafYZZxArVYrdnIBF154Ibt27SJNU3bs2EEcx3z961+n3+9z+eWX8/GPf5yPfexjfOhDHyo8BEd42mOkd0Z65/vpHZdm9NOA3/noufzZp7soAXGY89E/muP5r3R8/Z/sQ3YXF+gMAnz3OCqN2Xur57ypFeLpjey+R5Dlkpc8a4XqxBRXffIw/8efnMlbX32Id/3xFDMbqgyNOov3p/WQP7TA7GGkd0Z6Z8Q7T2Pe6dNPU37nox/hzz79aZSQxGHAR//oP/L8V/44X/+nLz9kd3GBzqCP766i0ln23no7502VhrxzL1me85JnXUh1YpqrPvlp/o8/+RPe+upX8q4//g/MbNh0ynEenndgxDsj3hmts56+kFJSVYr3XXAp7z7zHDIExjre8a3ruOXYHC9Zs4aKkEibn1LfqbsQNdQsO6Zn2L2yTGYt50xMEmnBN48cp28Ml61bx5+94EX8j3vv4c933s1KliNdf1jfKTYLSe95cH1HPo4kyxGeHDyaHcxrgf8lhFAUns1/473/ghBiJ/BZIcR7gduBTwwf/wngk0KIPcAK8LM/6AcIUYxfWecQQiClKoiaYmylNjlOoBT9XpexaplKucLAOBCKVqdP79gig6SLEpKpyRk0hk53mVqjwT337OavPrUfBFjhCeMYpQOiIMSkA6T0OGEJRESlXKZWq2FtzqUXXUC10uDo0iqHDh1BesXaqbWcfeYOGpMT9NstuotL9NMuhAF5noG1zO3dxeTEJL1eHzxoIWitWJwTeB8hfUCvk5O7HhPaEppVymKGdNBDmYw1jRIVbXBe4vt9ykKydXacSCuaS128kBgEe/bv58jhg/zo5c/HZRlepEgdYJ3AC0EQRAySDp0sG17nBJMT05hezDH2MT29FoHDZim5K/72QRxTnVrH9ESD7uoSS/NH6HVa1Eo1pA1YXD6OSBOkjgnKIeAIUkFkYrRLyXyfAI0mIh30kYME1ckRVhZRpKro5OJF4V+12kTXW8TzS9jjG+CsnHD+GN4Lsm1bCJTA79tL3FkhPxzh+xnZlhncbaCsxQlBJiTCxUivED7D4/HKF0EM3oFWRHFImqaMjY2htR6GMxRFKussSkt0oDF5Tr/bYe2WaaamppEEDA4tkKYpWiu8F/T7/WLXh7cImyFkgFI17rzrbo4cmafT7ZMMksI/S2mUVDhXXPgLf60AHWhSl2IM5HkhPgQFmWsBDk8QBDiTkaQpeMisIwojGPpy5XlGMhiQWUugJLWxGtY6er0eAsjzHK0VSkjyzOC8x/lCcCEESimklIRhgJAKYy2tVpswDLjuhhvI8xwpFEmagfBorcmNYaXdYkyUSfNiF4rwRddcUAgd54bvNiGHv7fH+8fVWX/CeWeEpy7e9KY3Ua/XkVKyaVOxGGo2mywuLp70U344iOF7v9Fo8KlPfYpf+7Vf4/rrr+clL3kJSinuvbfwGHz5y1/Oueeey+WXX85f/MVf8MlPfpLf+q3fol6vnzzWiVDAEZ5WGOmdkd55RL3zxbsuppPGeC84tDoGQC0aMCWW6TbH+fzt5z/sa+6so7/Sxi3Wedv/+lE+OHOIHz3XcM3tDZyXnHOhwkrJl28osWu+wXW3rvL2juOnX3aIP/3UDJ0kBgSZUBj7kAK2YKR3RnpnxDtPa97ZSSfN8N5zaLVodteimCkh6DabfP72Ox72NXfW0l9ZwS3O87b/9f/ywZkpfvTci7nm9u/gvOecCy/ESsGXb7iWXfPHuO7WO3l7Z8BPv+wK/vRTn6KTJBS8IzH2IXpnxDsj3hmts57WeM3Z5zGl6oRZxrZYItH0Es9yr0c9inn9mTsetr7jASUEjSjmr378tfy7b3yFG48e5GXrNqCQ3DmctHj5mnVcVIm5fGYNn7h/J5/dfT/vPvdMxsMSJ+hGi/CU+o6To37GUwU/sMDsvb8LuPhhbt8HPPdhbk+A1z+Wk/DeI5VEBRrvOMVMPwwDJuo1KqWYXrdLnmUsrDQ5urCMjsrkuScqlajXI5R31MoVGrUqYeSYnp1h7tg884vLaC0px3GR0uoc3VaLNBkQxyFOWqrjNdatW4s1EGhJMuhRrZQZG+RsP/ssFhfnuPiCHawsLzGxZoporMLi/BwHDx0idQJE4Qfl8VTnlwCLkpJAS2qlctHS9AKfp/SXMoQuxnVS6/FmFefM0FvJ02s1CXVIq91BycKzypsMQTFyM0gTjswdYd++B5A2ZXrDeaR6gNECGVRJ8gyJYNBehkEKeY4KQ4I4Ik27eOFIsxSR9ilJicMV4sdrJsY3oaOIUl2jVjpMNurkaZM8SynFMVIrlAShAeGxUuKwGJUj8QTWg8ww3/42+a49xJ0uTmQoL8ELpBOAI0w9+TXX42+/D73Sor/7fgZ5l7G542A84shB5D/8M+XDR9HWwOoK4svXELou0iikFfiD84hrv4Po9FDWgLB4BHiNd4IMRykMqY3VGAz6VIZ+V61WC0TRrZYSrBMEOkB4MHlCqRRhckOaGBZXVjHDgAfnvuvF6pxBKkelWiWMIu644y6skySDHI8iCIKTo1SBUIV3l1QIGQISIYr3R545kMX7XQ1fC2+HCwBVJH2bPCM3HjPk1UBJvHdIpQikJMvyYrwu0AgpEMii2z5cSORZjhff7cbb4diWUsUYWJYXvmfeWMzQ+8xTWLkZY8BRjAI6hxMO1y08zSSgpESKYlxMIPG+2Bzj3Im/k8U7+Zg76z8M3hnhqYvDhw+T5zlRFJ28rVar8R/+w3/gtttuY2Zm5mGf12g0+MAHPsBtt93Gli1beNGLXsQ999zDz//8z5PnOZs2beLd7343b33rWwF4xStewTve8Q6kLIKRAJ7znOec8pgTOMENIzx1MdI7I73z/fTOmlobLR35g4ot3SziDz++jguvOs5Sc/ZhX/NWP+A9753mou1LHFg4g29ck7O1cT2fvvbHUMJxcPeAj/ynHp+5ehsAV927kY/9yRGcm8K6YuLiltsjPvYByf+46ewHv5tQUoz0zkjvPJqfMeKdpyzvNNBSkj9IY3SzlD/8+Me48KqrWGo2H/Y1b/X7vOe9f8xF28/iwMI837jmG2xtVPn0td9ECcHB3bv4yH/6Yz5z9TcBuOreu/nYn3wQ5wbY4Q7CW26/m4994M/4Hzddf8qxlRyts0a8M8LTGUc7HTKXIfV36zu1QPDvL76U25dWmJXqYes70zrgv17xIu5YWOIMHfOCdevYuXScN20/B5tbtpRj3rnjQn75zLPQ1vCKtet5+/kX4YQhdhplFD8yMcOvX/I83nrBRd+t73iwdlRgfqrgtHDLFkKgdUCtXqPVamFt0elV1mJMTq/bRgtHqDVpbmi22qRZDsojdUhcrYNJ0MMU2P5gQD/vs//QAUrVMltqMc4avHXgJStLTWyeEAaKs886E13SLMwtEccRWoWsX7+WtWtnqJQzdKXOhk2bOPesc9i8aQtKhTinWW2tYmVAp5ew3EsYpBmoEOMluW2RpQlaKXCWtSXLhTvORWvJaqvJDbfehoxrNKbW473m2MG99AZ9Nm/egrWOMAxRSpINBliToyTUyxHnbt/KYNDhwKEDZCan1++x0mpRnzX0+quokiVUMaUoJO326K2u0G81KWmJMTkmT1hZnKdSjjFKUZqYwuQ5rrOMTXqU4go+6XJs4ShOpExOTtFZ7hCVy6RJn26/RxxohNQsHjtOmibEmzeQlxRxopBW44VGCkP12HE4voIXBlM0t7BCFOOcEoQzBAeOIFigXRL0z5jFhRorcsa8R+18AGX24VVKpjT4PsENNxAIh3AChEbvPYDffxR8hlcWJzy5KmEmJxEo+stN0sEArYsucqlUIghDVpab5HledISHnepQaWxuqVYiGvUKnU6XZiujn2TDbrzB5MX7y9gcFUZUKhGNRp3mSotKdYzx8Wl23rebPMtxOKJAYWxBzM47lFTkJiMM4mLMytni3PSJcUUIZIDzRUdaSjUcg1JI5YriOR7rHGFQiBjjHFmWkZiMQIADrLd4IXBDAeKFAATD6S88HjH0FStud8PRFoFzOUJKkEU33FiLMJ6hFRnGOwKKhYpJMyQKGQiCMMA4UyxYhs8VAozJ8VhGUy0j/GviG9/4Bu12m+np6ZO3SSn5uZ/7OX7u537uEZ/34MfceOONfOITn8AYw+HDh9m8eTPve9/7Tnl8tVr9ntte9apX8apXveqU25rNJp/61KeA4Y6dUbF5hEfASO88dfXOj7wgYaycs9L5rnR2XvL5W87k87c88mvuvOQz16znM9fAResP8rqfPEJelkxUVji0vIn3fOqSUx7fSzX/50e3nHLbF26a4gs3nXrcWpzyU88/gOci+svdkd4Z6Z1HxIh3nsq883zGymVWOp2Tr6fzns/f8h0+f8t3HvE1d97zmWuu4TPXXMNF69fzup98GXk5ZKJS4tDyEu/51F+f8vhemvJ/fvTUIOQv3HQzX7jp5lNuq8UxP/X8y/GjddaId0Z42uLmI4dYuehS1qNP1neUNPzi+o384oYzivqO+N76jnSWX9hyBr+45VyuWZ7jr+69i9w59g7arC9N8yeXXEZoFEalZEJQVpb3X3QJ/kR9x2teO7OW16zZBD49Wd9ZyuBv79/1ZP9ZRniUOC0KzHiPFIWxfzG6JYmCAD0MEZieGCcKQzrtDu1WkzRJik6G8zTG65SrdRbnmoTC0k8HqETgtccYR6fXJ45DVldXmZmcJM8KA/5SKWZiYpJzzj2H40vHOZIdZXZ2hmq1xpGjhxmLDLXaGsrlKuVyg23bzkaqkOk168AJbr31DkItOfvc86mNlzm+sERUrnN4bpFWZ4DzEhD0ux1+7AXnM2itIp1h3dQsv/ymX8QEJfpWsdzsgbRkmeXZz30+rWaHqelpJJZGo8Idd9zK7l17KKHYd/AAoTQIb7A2I81y4lKFA7vvpRuuoZMaNpx5KUF9Aq0DxqdmCKMSJu3iem2ydo8AwAnWbNqGjGOsh+7iYTqHUpJemyDpYdIeQjp03GB8okynk5BSdKjS3JIaw71338udd97N8y+9kPSKS0m+fTuNnkHisNLjpEBSeC8Hrtj5JykutHgHAoSz4FOSXJJNz9BqJ0wlOWHmQBY7EZQVKKdw0oHIkZaire8sUlq8yBEOhBN4EWNn1iIvOJdjvQ6777gTrKFSLROXYqrVKlPTM6RpcYGO4wgpJeU4II5C+lmX2elxxhs1pBMcOXaQdm+ADsLhrgmHEJK4FBGEmnI5otPpMTMzy8pqi71795KbHITDe4G1HqU0DHeKSCWQ3mFsjnUGIVyx4QKBpNhRorWGMCRJU6RSKKWL0cY0L0TIkMSlkFiXY4xBqiIpGTPskAMq0FhTjFJpKZHD5GKP/644gcJrbOjlZU2xg0Dy3fTmoltuCsHki1HfPM9PjlbiPdblKFH8ns5ZAl0EUBSC0WEyh2w/9nTjEUZ4JDSbTd71rnfxG7/xG1x00UWP+Lgoisiy7JSdziewbt06BoMBWms2btz4uM/FGMMtt9zC4uIiABdddNEpYYEjjHAKRnrnKat3nnfJxfzXd97Hhz81w65ja3i4LWPeQ2Y1gbJkVnHCP/kEFgd19LoJFtoJx9u1x/02UtJy6Zltpp+7keO9DnfckuOMHumdkd55eIx45ynMO8/iv77zV/nwpz7LrmPHT/r7nvry+qGVgzoZoPVgLA766HXrWWgPON7ufO8BHiWUlFx65tlMP/fiIe/cgjP5iHdGvDPC0wytLOXdd36HXz/rHJ5Xm0SQIpzDSZDCIa1AWIkXitw6Iqm/p75TCxR9kyOFYDKIH3d9J/cB315ZYWkwAKCkAxKTPxwVjnCa4LQoMBcpr4pSXCIIOlQrVUphQKfVYqJRJwg03lrKcUy8fj3Nfsqg1SWKo2FqbU6WJziX0e4KRMmTk2ANtFpd5udSnDPkiWdycoJt28+k3Wqz/YwzOOess1lqLVEdqzIxOU6pVOWcMzZg+svMzR2jNrOBNM3YsHED5bGYdn+VKFaUIkmtUcMLx/Kx42gh6a8sUBEZ8ZikVCpTKpWACaIoJBEab4tdBGVdRkYxFTwxIeGOM7EONs02SOoVpmemEFiCQNBbP0Wv3ebc7VtYOryP9uoCQRjRWlhiZmYNvX7K0f0HMeU2UbVKd+UYLkkZqzYolcp0uwOyQQ4oXBAxc8ZaGpMztDs9+t0u0xMTlEplZFimefwQftBCCotSkA0GpGmO8x4pFFJIjLdgPYO8z99+7m+Z3bSRM1/xE+gd5+PmF3E2wTuBt0U3WliPdLZIwPUeYS3KeoRzeCkw3hGZjL337SRPYeOZW+n7DIXFOY3H4C0EBjIlkM5hsQhnCZxHCEmGQqDxa2aoPOc5DKYmufHvv8Dc/FFy8d3wBjfsQjvnsNZihiJsolYiVJIUz/REnUALbKZYbXXpZ4bQFiEOzlkGSY+Z2jRxucTy8jJ5Zti2ZYJuN8HaLhKPCjRaKZwrRLZE4KwlVBIhweNQCnSgCm8658izHC0VeI9xjiAIkEJg8hzvHEJKvHVDHy4YJAmiyE0kyw1CCqy1CATOu6FIGXqSiaITLr072fV2rugUnkhLttaghMQ6jz8xguLcUBwNP6cevHFFmIT2hGEIDrK8CM9wgPQKZT3gMVik1CCyxzy6NcII3w/OOT7zmc/wxS9+kUaj8bCPKZVKvOlNb+Lzn/88P//zP08cx6fc3+v1yIdji5/73OceNhTw0eD666/ni1/8Iv1+H4Bbb731cR1nhGcGRnrnqa13XvfvZnjlK+bpHt6Hdwneflfv4DxZKvjsXRfwk2ffw+fuupA01+A8HofznpIeML/rLvIUXn/lZpKsiRAW74txfuc8yhU7goTzOG/BW5QFvMDgQUie/6w2P/W6CuHaWb7091+gufwlrCwWXyO9M9I7D8WId57qvPMuXvmKV9A9fHTIOxJv1YN4J+Gzd93JT559Dp+7667Cv9f5wrfUe0paML/rviHv/BhJlhTF1+/hHR7EO27IO2CKNxHPf9YF/NTr3kC4ds2QdxZO+qWOeGfEOyM8feCAf9y7l6sPHaIRhidb5Z7vts1LOuD1F+zgH+/bxRvOP5+yUohiJAALtNMEM7Tb+cLhA1yrRfFcJ3HCIJ1Eeo+RAuk9Xp7YCO2LQFkKe/AbF+b5ysEDDIwBYGAeEjo6wmmH06LA7L1ncqLBWLVMuxNh8pTVbodQS9Rw1733njzPGOS2SJP0HrwlSfooZ4kCwdT4JJVKiaCqkVFMtz0gHSyR9DJ0IOkPBgS9DmP1MS6+9EIuufBZOGeZnprCDAznn38+x44vIJWiOlbj+huuZ7socdsdu3j5i3+UuKHJsgHeOkphxN1338tErc5Eo0KlXKY36NFpNgnDgLFS4QkVhxFJt40xaeHnJBTHlubRUYQxlkBrNkxP0+l06C7PIZWit5xinaW92qQkBLO1kLl9u9iz+37K5RLrN26i1kjIkpyAlGBsgrBSZzDokvbblMtj9Ffm8RKkdSgM1jtq9Qkq9Wn6qWXQ75M0F7n/wH3oIEIHAfWxOu20Q6VUJu1n2MzgcBhj0F4QBpo8NWgEqbfs37+XD//nD/Da1/w02y+9gPqWHUiVF6NGPgKREXoN0mEVKC+KcZ7hRdDL4qKqpefZzmDccJzJWrIgQ7iQwAHCgldIAcp5NBaBw/RyNIo4VHgpSUohHQM3XX0dX/6b/02zu4zUhTdWXCrR7/eIS2UEYthdljhnGauWUFJQLZeIygFSQLPT5djxJQapgWDovyo8m7dsQCBYXF6h3eqhdcit37mduFTC5IZAF51wrTROFMdXOsBm6dA3qwhlkPKEh5YZfl8kpHrn0FIiht1wZyy5s/gToQ4U3XBEoeiEkASq8OayzqOVQpwQi7LwbtSBIDc5xtgi4CIICKQYCh6Ltw6t9PC54Ifixw9DM6SSCC+GARnFLgC8xwwDKpRUWOcwzhdCyudYa056kbmh398II/xro9VqFV5/j4B//+//PQB33HHH9z3Ob//2b/9rnta/CFrrwpNvhKclRnrnaaJ3zjrjEfXOb/0CKP9c/mD4esKD9U5I6F6PcYorfvmR9Y4Z6h3xEL0jTuqdKbyB6/5V9E6PueOrI73zNNY7I955uvDOJT+Ad8Qj8I4nHK6zrvjlX/oX8E74r8g7XeaOL45452nMOyM89dHJczr5Ixd033t94c9+17XXfN/j/NG3bvq+94/w9MJpUWCWovA8iqOgEDNZTiCL0SepJIM0Q3jPIElp9xOSPCMuRYyNxYzVy6hYs3Z2E2OlGKEEXlma7SY2s+S5QSlBuRIzvXYSoRyDtM3SyhzfvqWLFJKxeoMztm3j2LHjSKmx1pC7nG6vTz/NmVtosbzao1QtY7zDWkEYVrBGcMfdO3EiKPyfjMGkGVoFRNEhpFJIPBtnIrZt3Yw1lvmlJfYdmaPamAQVEwQxCotSkrhUOjm+5q1lZXmRsWqJQHvGKhVmZmd4YO9eFlZWGQwGTNTqSOBYs4fKYtK0yZqtMaUoILUDut0mVjiiuEyaOOIogixlce4oLh+QDZoomSNRJJ0eg34bm3YIvcPmlizNcNIgvUMpSSkoEZVL5IOMpNfGm5zFo4f41Kf/nPhvq1TDGmFZoZQkVBEDO0B4SW1sDLTCG4sKFEooAh2igxAhFD4MKYUerUKclEgncKFgIhwjjALGa2US74qpCucRUmLwxd/OC7QuhMnhhWPcf9sdHDl8gGaniQwkgQjQOkArTbfTxdnhbmrncB6iMKJWqaCEQIYBURQjVcyhuQP0swSpBEoatILZ2fVIpZlfWCg8VkUhBLQMqFarJEmKc8Nud1YET0gVIKUiCKMi+Ve6QkicsArxIIRC6aKLdyLBOM8LLzIx/A+K1+DEPIgftg+lFMWWA+dRQhT+Y9agVfHRds6B8zhrUbJQnUoJwqF1wHfDNCxm2LUvPL2KLj5CFDschqESShViyhqDlApkkQytnEd7yDODySwgMM4h1VA4jczBRhjhByKOY8477zxuu+22J/tURniCMNI7I71zuumdg3PztJIzkeqOkd55muqdEe+MeOf0450DtJJBET454p2nJe+MMMLpiEBK8uHO6hGeGJwWBWYQWGtYWlocdj01aZpRqpax1jBwhlKpxMAYrIBStUKtFFEqR0CKFwkr7YROL8RaQxxrnHW0mz2Kq5MlCAtvpizPieOIMIrZsHErzjjGx+uEqs7U9BRLK/N4m+O9ZcuWzehAcejoYb72ta/w4hdexsZtmzmytMDC6irVcol6rcy6rTs4dvQopShgZXWV3DjKtTqN8QbCWbatq1CJQkyaMF6rcfGFs0SNae7ctY+o2qC9usKmtZsYq9Ww1rGyvIxzCZu2n8ORw3s5sm8/kVZoYMvmLdRqYywszDM1OUmtVqenjtNOY9qDFOscg3RAXKkwpgTzqwsEocZ5z2DQxfeaaD8gLGlc2CDLygSlOsob5g48gE01/aSDTTOiMASv6KcdZBgR6BCHp9vpoYXCW0ufHulKgjHLKFmMWhlTeG8hoNPpUCuXCaOI1OaEOsDmOcY4MhTVxgTrNsyyedMGxut1dt27i90P7GFlcZnJep1qucTZZ21neXmRNElYbbVJMotznjiK6Xc64BylSpnEJFSqVarVCsYaQh0hlWIwSMnSnCxJGfS6GJOjA40xxa4BZy1xqUQy6BOEMf1Mcmh+EQKIEFQrIdu2bcR5yYEDRxgMMqyzjE80KJdiup0OnU6LuBQzGKQkaYbSilBJnMkRwg+DHkAIjzV50XUWCueKUS2lJDA9sAwAAEheSURBVFoHhSeXLx6vhMZ6i1LF6+edxQkxDKQovLy0LMIk4jg+KVSU0ChVHFsU7XukUGhdvCZSCPLhCJuSCo/AWYdxtujGe3DeDc8XbF54kvnhCIv0J8IoJKCG4RUU3m8uweWFh5oTQ8nmR6JnhBEeDZIkGRWXn/YY6Z2R3jm99M7h+UOE0Qp+pHeexnpnxDsj3jndeGeRMJIj3nla884II5x+GBWXn3icFgXmIs0VnPN4in+rlSo/8rzncuTgXqR3aCmoVmK0seS9HsZmDFKH94aAEJdblleXqI5VWF3tUIpjhCwuNM6BsYKVpQ6Zyeh2chbmWswdWuDM7WeidcRkYxKtAgKlscaisGjpES5Dux733n0LL3/pFRxdWOIb11zPuqlpNk43OHvrFuozNWRedJpFHuCRNCaqrFszTaNeY6KsOLR/H87klOIy51ywg3J9EpumlKt1VmsNnnvZc5icbuBwLC4uYrOcmalJjhw+g2uv+woH9u6h2W6Tpyn9fpdWq8X5553PjvPPJ56YY9+RFqv37GF5+RglLFFkqNcmWLtunH5rgXIpYtBpEQqQYUgpLtHt9SnFEa3WKnnaJ88SsnRQpCrnOVmWorUmN5bcDgjDYmTI+SJhF+9JB0lha6EUgdIIAXmekyQJURQShgHtdptydYw0z6BchCHE5RIzE1Os3byVqZlJ1q6ZYWZmGqE19YlJdt+/m9byMqutFotL81hrKFdKxchUp43JbRESoYYpwDgGgwFj9TGiKEQqSRiFJFmKcZZyuUyv26PXHwy9sgR5mhEoTRiFhHFMv9cnTQ3NlXm6vS6VakwYRWxYO8Mgzdi77yBJYihXKrjcI6QizXOE1CRZDyEMSIFQAmNzAl94gRlXjHQpIYod0UoBHpMnGGOxTqBCcEIwyFIQAqn08DNhkFIQhSHKFanfQgaAx1sLXiBF0bn23iOFGAZDeLSWRaffiSI1WQB4rLFFx9y5oYgqzskNU8WL7r0YmiwJpGToJ+axxg93GxRjaS61Jx+qlS7SjrUiN7YIv7CFqBuNbo0wwggjjPTOSO+M9M5I7/zwMeKdEe+MeGfEOyOMMMIIPwycFgVm7z06jPHCk2Y5QijGxsaYnz8+HJHxCOGpVMrknR54j9QSqSTGeAb9hCRJadQbCAlj1QpSSXq9ZZAglKbXTQpSF55qVVCvlTCux/5DOzly7CCXX/Zi6o0YHWo8OdbBmtkN1GbWsHHdOO0I1m9czx27HsB5yJIEbxwT43XyQZPxWJAmlmAsJM1y8vYioh4TlCRdU/hTZWlCFEXMHTmKXlymUQ5xeZ9akLP3nm+xOlVHaEkUxSwtLpG161hruPTiizjvzDO56cYbWF5aZGxsljRNOXzkCMvLK6wOBhw+3iXtd8mSLmtrZzM1u5kkybFKUms0mDt4gFZzlXKgsLlBegiDkKWlFZYWjqClR0vQSpEPfakAcmPIjcF5yE0R2OA8lCtV+r0+XlisLbq+WZajlSIMgqKLS+EfpYOIQZpCMY2HDjTlSoUwjkCCE8VF3zhHEEcEUcT45ARHDh0g6XaZO67YsG4dHkFvMEAIidSO3GaEgQIL1ttCcJi8EGJaYlxOmiUMkoRKpUKpUqZULpH3e6R5itaSeqNGfWIcj8A4j00yjhyZw1nL+ESN6ekplldbzM8vkhmL1KpIGZaSfr9/UhAY58hNhpSF4LIGjM0RAoIwJAjUMADDFJ1rWwgMrYoACiXAWYNWCi8ESkvyzBQBE8WnpPAMo+iq56b4W3vvUVoXnXZbCBrhCs+vE0nhSqoiXEJJTjiMZXnRWffeY4UogiesO9m1R8iT9wvhADFMVi7G54Ko2AWQDFK8ASEEIpJFeCNF9954X6Q2Oz8SPiOMMMIIjPTOSO+M9M5I7/zwMeKdEe+MeGfEOyOMMMIIPwycFgVm5zxZbjF5RppmaB3S6/ZYUdAYK6GEYDBIUVqTZTlBEJJ5R54ZxmoNOu0OSlic9UgvaK22MdZijGVqepJBr4vWISvLLXJjSRIBPifLB0xO1JmYLbHnwC6OLx5iZnaWSHuUzdi6eQcyCPF41q5fS6kUkCVtZidr3HrTt+hv28bBegWDQ3iLEtBpdwijEtXKGPsOHWfu2BKKwtvMGMNYrY5uddFRTppm2Nxw9PBhJicn0AqiuERzscXNN99MXAqYnpkkKpfBOaYmp+i026ysNrHOs+v++ynFManNmFvqEcYal6d0Wy28OEar12Vm40aazQ4yiFizbh3tpXm63RatdhMdRigVUI0D2s0VTDYAWwgHh8dZhzUWIRV2OOqTuxNJvx7rPc4DUsKJoASTo7RECUkUhiRJMgyZ8OSZwZVihJRYZ3EUIwp2GHRQdJmLlFyEIBkkGJOTG8fx+UWMsQwGKWleXMStdRAoMpNgsyLQIc8zkqGnVxBovBj6msUxEoH1xUW4MlbFW8v4eI3G+ASDJCXLbXERV4pt27cRRIrV5jKLSy08AqmKjnGWDIqRJ+9RolBzQioQBo/De0e5EhEExcdLiu8KSWcLUYIXw244RdKz8EOvseJvCaCUwA+dwQCkUggRkBuLk4ogCDD5MEF5KFZzkw/Fiih8wSiOGQQhgzQdpiAbvCvOBfwweNEMd7YU6cgnvLzEcPxKSFl00IUYCqrifiULweq8JycvfqYoRsgCHYAAd0rm7AgjjDDCMxcjvTPSOyO9M9I7P2yMeGfEOyPeGfHOCCOMMMIPA6dFgVmIwg8sy1Py3OCdJFEp3S7UqyXUMKQgSRKchX43RYQhXkq67YROJ0EI8L646DWbqwghmZmZRcuAWn2MZJARBBohNIGOMcbS61qc7TG3tMQeeZgo1AgtGatGbFo7TWo0TmmsUoSlEtdd+01yZ9Ayw9kBx5bmOd6JqI1PYvKMarnEci/DtlPqGfjFJmPlEudvmUbLYnxlZXWVm75zKyqKiw6xUPR6faKoRHzvfoKoTJKkJGmfqCR44NAR0n6HOAw456yzmJ2dJctzsjxH65BSHLOwvEKreZQwEsTxIVSlitASKTVRFDE1vZaFucM0VxdJkoxytYpWAqk1y8vLeJMSaYnJPIMkQQDGFsEdUghCHUCWYYzBA1maIlUR4CCkKJJvJegwIP//t/emsZZl133fb+29z3CnN9Srqu4q9syeSCuSKBOy5MhGoMCILARJ4BhIiAxCYMBI4AAOkMlCAAMOkA8GglgxYNgy4MiJYcRDLMOCIpuyRX+IJVISKXZTbJI9j1X16tWb73CGPeXDPu9VsU2qB3a/elW9f4WLend49+197jn/879n7bVW27FcrZhNZ4gyrG9scnh4RBDonGW5WqG1wgWo1iCKYJTCOU/X9TgfcC4QfGqWsewaVqsWZx31aERZlTR9T/CBslwnhGS2RClG1WiIVKvUQMSlrqdVaSiMphfBWou1FkJkVJcogevXb2C7Di2a3nvGkzFBwe7+DgeHhyn9SQknzSacGyLFMUXjYwiEmDoH1+OK0ahkVFXIUIPLuTAYFI9CUhOKIVLtfUCl9t0pKj4YljCkK0ZJmVTp7yULobWgTc2qaZL5A7z3FEWRouiD8fE+EEJg1bdobQDB2yE9i6FzsdLJ6A7pkyfdLeJguZQSRFQ6vhAQlcaUfBpK1PBeqc6aiGCMwYXb+wcm1RjLZDKZTzrZ72S/k/1O9jtnTdadrDtZd7LuZDKZzFlwLi4wA1hncc4nQU0tUXE+sFis6Eub6lB1HSKG1bKhXzaowqBE0EbjQ2C1XGKtxegRRCh0jURFVWwwP9olhIIYe6q6QOuC1WrBqrF03tP6iBJPPR0znlTc3N3lxpd+nd3DQ1RRc3G2xiuvvcKlKxcpjeHiAxusujbVPzp0TEY12hSE2OJjBHqUjly8vM5sY52333iD9dkan3roUzzx9NP87u89x87uPhDpvKMuDX1MXXSLUclsa8qTTz3KC996jsUBjMqSGzd3CMFzcHjAarVCi+bhhx6m6wJFUVIYj+uPGVVwa/sdRrMtoouUVcWFi5eIriP6jtCt0EZDcIyrgr5V6KoERnRtgxAppKIsK7qupe260yitt8lkrLolkKK5SiLGGLquIwoobWi7jhgjly9dwpQlN2/dIkZou57ZVHA+EEXhY4oejydTiqomRjmtPTaZTlkeH7JYrtjYmDGZjJiuTTh+ecFoNEFU6hJclSXKGCaTCYLQtskohRAwhaEsDMZoysIQbVpxEUMyI9PxGIaGJxsbG+zuH7B3sM+y6+j6FqVL6hL6vqeuCmJUKOnwHrwLeJ9MSyBSaMV4XFOVqXaXAgiB6APBeYL3xMHcaG2wPuC8p9ApxSqtWAj4EFKNL5LZCAQiEe8dZVkSUfRD0wwfAxJT1+HUcAI0kkxqFGKQIVqezEcIEPxg5Eh/Nw6NLU4i50Vpkv0Zao3FCEo0olIDF0jNP9ZmM3zlWUpLs1zhvEfrlNp20m8iAuRa+plMJnNK9jvZ72S/k/3OWZN1J+tO1p2sO5lMJvNxcy4uMMcYcdbdFmFSWokeFTRdhw+esjCIEvreEkLk+HhBNarRxjCajGhW7ZCyYjAq1Sza2d6lLAvWN0dcuHCJvm+o64LZWokpFBubFSC0jWe5v8LaFu8Ce3vH9OOSg70ly6ZBaZjv7jNbn3HjcI+6UoyKgihCMIZQlDhrOJ5vp/QabXj7+ssUyqBVi10ecby/j7OO8WTM5tYmly5ucmN7m7bpqYqS9VFJ23VMS8/a+gZvvf0WL33zEN+1KG2YL1csjo+wtmfr4kUqF1lbW0OJputbRHls7zk6POL1l17nyqOf4eLGBVbHC3wMVIWmrmsOrEdFoTIVfetZHM6JXYvSCkTQxpx2J3bWphNoCEMEuwcYTrQK7yN93zMd11RVRYyRfvhMtTEslktG4zFlVXLx0iXefPNNrHM0q5Z6MiHGoclC6hKC8wFPxAWf9oEYKOsKaz3aKFzsKVTJxYsbLJcdIUb6pqMsBGct3gfKomQyHuO9p64qsCAxEJ1DK8VqeUyhC6qypFDCxto667N1VssFXdeyu7fLwXxOVJreeiBSKo2uq1TzLThiDATPUEtLhgjzSVTcY10k+oDEZIoEEIkoSRHvk9Q15xwueAqTuheHENN7Dt2QIwqJkUAyFDKkgEVS9N3HSN9b9JC2FYYaXCEE3EmH4QiIpEi5pJpfSDI0dlg9QSRF0bWmKHTaF4iEmCLzKfNKpf1dUk25qjIonTosixLQQmHKVGsshFRDbNhXoj+J2mcymcwnm+x3st/Jfif7nbMm607Wnaw7WXcymUzmLDgXF5hFFKPphP39vSTSPmKUZlQZpqMRET+IZ8QFR0ThQ2TVNIyqMWqmMVphew9BMRpPadt+6LAama45fBS2HtjEGMd4XCLA7s4+VTli2cxpXYNSGu8cthN25gsKPeFTVx9mNNU0qyVN12GkQBcVy6ZLJxrVEytLW2imswkqglGacjzGtR2dc+wfHrJarKhMQXzrbQ7nC/Zu7aYuwr3HR8XBrX1EBZhO6FcL9m/dpBsaBHgFMXqMEkaTmuPjQ46PjiEGjvYPGa3PWLw5p9QaokaCY1QYqrJCRLG/u02hhb2b1zk83KE7OmQ/piYFrW0ppCfGQO8sxEC7WqEkopVGCbR9R4gB5zzaGKq6Rg/bP8SQIuoxYq2l6/sUtTYGBPb29jCFpqxHVFVF06w4WizxuuCyMilBSMlQDyztD0obems5PD6mMAUxarquhzjh4oUtBMPB/qtIgFFdYQwslyuMNljrmC8XiEBZapxLDR6cs8R0PkaLwnYOXRVUZU2hNYTIYtWwf3hM7z2d64GIMXowOAE/pK6lNKaT9KdUC8sYxWhUpSkMHYdjSDXMQnAUSogxrQQQpZg3DS5GTJGaOMThHZ33RCI2enpRKbquQFxgXNeDiUq5U846RGmcd4DgYzOk1wmmKAgBjFKE6Nm6uElZlhwdzlnMF2gthJCi5qIVMQaMHqL70eO9PzVRghCjx1uHBMEoIQRSIxCEqq5w3jGbzlgtV7Rtix2aX5x0XM7OJ5PJZLLfyX4n+53sd86erDtZd7LuZN3JZDKZs+BcXGDW2jDbXOfW/j7Wgxaoy4rZuMKIUFRjbO/wjUUZRTmaYBpL3zdYG9jb3Sf6Du8C2ozoC081qujaHkTT95G1zQlBKYwJ+GC5dWObYCOjco0LWxcxlyF6Td85Dg9uopWgDVi7wi0ik+mE0WTEYrFk5RsO949YrnrWZmu01QplVGryoA3j0YS16YzS1BzsH9LKkkJpdnb3uXFjB1WY1ASj6ei6jl47etvjg8fGlKLT9h3t8FhnO2bTcTqZWE9hNFtbGzzy8EOMxxNefPVVxnVB37eYosb1e9y4/hJqPGV2oaDQmugs49GIptIs+2NW+0eMqhqvFb1rKYoCYqRvGoxKDUGcS3W0lE7NJLRO49ZFiT6NEB9htMGF1AChLEtCCBQmpdX1XYftLaPJhKIwLBbpff1iiegUxRUlFIWhrmsKk+pbKWWGclma+WLBchXQWrh65SHWJmtUukom1Qlrsw2cTR2HXd/jAaOF9bUpm+tTRKUT+9r6OofzBSGkTs2T8YiqqpmOxnRdz2L7Jk3nUtqgtWiJiGgQobceDyijKUoB8Vg83qfmFqkbcU/0BqMjZVkQScairApMEHQK1GNDRKthJUNhIASUNvgYUrdnH3E+YAkopVFRoQWsDRCFSMD2dug6rVBqiJJ7D4AfOgyXZUUIESOaJ598lNGo5sa1HV577U0KI1RlSvVCKZpmhSjw3p12NQZQYoBkgOIQZbeS+mMUlcEFSyXC5sY6GxsbvNM2aZVF150WBNPDqoNMJpP5pJP9TvY72e9kv3PWZN3JupN1J+tOJpPJnAXn4gKziDCdzlBFSRCNR9CFxhSaIgp1YVABQlnSdz2iFWU9YTybIUE4Pt4j+IDiJJ3IUo0KRMC2AWMKfBCIBUEifdvz6Sc+w872DZQCrQoKo1isGmzXc+HCJtY6mpVld/cWdT1mNe+IwaO1YuGW9L3FdZZGLSmLCUoMR4dzYgA3C4yLEeubG8TgKBBc16faVyk0SiSlN8W2JxBx3hOi5/j4eKh1lk5izvnTtCCtC0bjERIjXdsyXxyzWM4J0rFxYYpzFYjGhY4Qe95661V++NJVUvMCzWi0waVLMCs0q/E7zA9SR2MfIk3TIHBaf2q1Wg111pI5CTE1JIh4FosF5dBcQUTSCRtJ0dgQYIiyF0WRUpK8Y7lcYkxBWRY0TWoeEYkopVKNr+G9UtOENPeUxhcp65rV6pibu7tc3r3FZLJGVJEQI/W4xvkU8fbeU5Yl9biibVZcvfoQjzzyEN/4+jcxRcHe3v6ww0EInrW1GcZorHe0bctisUymLDqMMRh1UkMLQnBD7DtFmY1RKFE4m2ppaa2JQNd2dF2PdSVKQVUVlKYk9DZ1Hg7gRdBlibMuNcLwEesCCpIBlfRlIO0XgegdVVkMn4GcpnkJQgwRZVKn5VQPLH7X9tRao5Vnc2ODra0L7GzvMa5rptOa+fyYGBTLboXSwqVLF+m6juPj+RBRV6fR9ZQWmbZdHMy5dskAWddTVSV7e3uMRjVHR/MUTR8+Q1H6rKQkk8lkzjXZ72S/k/1O9jtnTdadrDtZd7LuZDKZzFlwLi4wQ8Q6i9Ilk7UNSmWoRyMKrZkUBabQ9G3PUC4fYmQy26CoDBIVvW1ZLT1EUFqjjWY8rul7cLajqiu0LnBB0SwbZtML/On/8At8/fe+wnPPf43rN3YYjwtUNGxurOPcCiWK6WSL9trbbK5d5Pr1a2itKKoC7x3T6YwQ56yaFcoIlyeXmIymNKsV88M5obXoEDFasFoRrCP4kE7sIkQRmq4nkFYSKKPx1uG8xwVHUZWgFL21jEYjQohUVY1zIZ2sneed6+9QFIbRdIZSLnWXVakW1vp0ymHTUynPzu4bSDCMx5t4JxT1lGAMUWt0NcKtVqlWlO1Tfa++x3uPiML5FA52zp9GR8PQ6GMymVBok2paDZ1tU42qcPqzKMXm+gWsc6lhhjbE2AGpoUGMJ1199ZDqk97f+2Q+UspPqmvVdT0vvfIKTz31NNO1Gbu7u/TWoaKkjs99z3g8BmAynfLwQ48QfEBrw6rpmEynRNHMVw2m0GxsrlOWBu8jPkasc2htcDYZiN46yqJgNK4RPab3PSFGdFEQQiRIxOgC0YqqKlMtLu+xOJx3iE9piVo6JEJR1Sm1jVSLqzCavrf4oeFEDCF1O1YalBBj2h4uANYTQocyBu8CLgT0YCiUaKzvT+vqERm6HqfPoKoMV648yDNPPcnOjT12b95iPB6hFRRFxZvXVmhjOD4+AlJAXGsDUU73g1Tpa/gsSClwIXiqoqSqa3prmU5mLJcrYoinn2UyZD5nbmUymQyQ/U72O9nvZL9z9mTdybqTdSfrTiaTyXz8qPd6gYjUIvI7IvK8iLwgIn9pePxvi8jrIvLccPvR4XERkb8qIq+IyDdE5Mfez0CapiGiULrAFAVllSKTImC0oi4LlKgk6KLQpkSZEsRQFFWKlgpUdZ3SgbRQjyrqcXHaNCEEwXuF0SMO9o8Yj8c888xTPP7Yozzz9NNcvfoAf/yP/RRVVdK1PcdHCwpdpdSwKCilU8ffvqeoS7YubTGaVPS2p2taqqJAD/WcPnXlCk889iiPP/IIo9GItuvo+p7eOZZNw+F8zrJp6Poe6xxt1wyRVEfbdswXC5qmQ1D0vaUoSppVy/7BEfP5EmUM4+mEKHB8PMd2PUKkUMKoVGxfe5Wb177Dl774D/jGb/8zrr/yNcqw5OLGGqtVh0eBKQnRMJlMKcsSYwyj0QgRYTweU1UV1jqWy9VpWlZZphULSimccyilU62seBJ9lSEa6/E+maG26/DeMx6PqeuK6WRyaoxOTEB67xprLbbv8T7QW4sPKVofQ2A6nmFby7W33qYwKXrcNh31aMRsNmM0qplOJ0ynU4wp+NZ3XqRpe4qqQimFHToznxi48XiM0hobPL11HM8XhBApiiLVAguBEAPWWiIhrTJQKhlsEfzQpKMohK5t6LoObRRr6xPqUYlohfMB17sh8h6JkppqeNejJVKq2x2GIdVIC0SsdckwoIb9vQCl6Z2n7Xv63hJjxGg9mIqh0cRAin4PHam9Z+/WLjGmSLv3geViiQg0qxWztQl1XaK1ou+TgTJGJxM9hNNFBOQkGysiEhEi3joWixVVNWJjc4u26VMH5SA4F3AuYK1/PxJwV3Qnk8lkTsh+J/ud7Hey37lf/U7Wnaw7WXey7pyl5mQymU8m72cFcwf8dIxxISIF8K9E5J8Oz/33Mcb/512v/5PAU8PtjwB/ffj/+yNDBFIVGKMpjEqF8DVITBG8EALBh5Syogw+QjlEdaOodIIgRQrrSYUPHeNRRW0jphzqLpGiuAcHh7z00stcvbKBuniJS5eu8uwzn+Y3/sWXeOrJT3P92hu89ur/x3IR0EWBNqk1gA8+FfWPsL29TT2uuHh5C42h0Iqua5lORtjW0rUrjg8PIHpWTYcPkRCh73qsdzRtMjUxRNCCqBJFim53XUckRYeddUQXqcpwEmRmuVpR1yWmGKNMgWtXWOsoCoNWgsJxdLyDKWoObu0T+p796HjnrQ0eevzfQMeIbVu65YK6mjJdm+GDJ8SAGoxLWZZ0XUfXlfR9hxm6HnvvKYaGCdYmY5Ne11EUBXVdY4ymbVO3aaXS52JM2tUmoxolmsY6IEXxnQsorXHOURQFZVXhvadrW4JK4zkJ7G5sbPLww1cxxjA/XnB4NCfESFlVp8YqkE76L7zwbV5++VWe/vSnqaqKuqrwTcty1TCqR0xns7SCo6jZ3T+i7XpcSE0mAJQWXAj0/e3uz0rSYyeR6xDCEPoWFIIPAWuHxhVaYfuAA9pVh1YKHwOiFFqEqijoXGo2AZymSZ2sTvA+pT2FAMtVi9FDmlwIBAGCH1IBU9pYioAzRLQZ6nlFvI+8+PIrvHPtBrPpJkVZc3B4i6JIpslGR4zQdf1Q6+xEFiJKCyKpVhwx1TSrqxKl0s/pM9YsFksW89dpmhZn04c1ZPGd1hn7gHz8upPJZDLfTfY72e9kv5P9zv3nd7LuZN3JupN15zb5O1Ymk/nYeM8LzDGp1mK4Wwy3P0jJ/n3g/xp+7ysisiEiV2KMN77fLyilUnQcUFEwSg2i6lHaICKDwSHVSoqRk064MUZMWbG+sYVEqOsZVVVS1lPW1yZMRh2dGwwSEEOgsy3feuHbjMrP8Lk//MMcHK64fOkKTz/1DI8+/DA/8sM/xNe+9hzN6ojgbIoQKwUuslqsKHRB17dU6zWz8Rrj0Rhne2bTCRc2NulWLc72vP7662xurmG9pPQgnzrFhiHiGbxHYjp5WtunGmAqRT/ruj6t9xRi5PDweIheu2QUlcL5Zaq/FQxKG1yA0EWcDVRmRFQaHS3BVPhoubXzFkFqtrYu4acTSt/iHTgXKMuKxWJOCJ5RXaFUOpErhjQehNVqBUBZlsO2T9tfG00RijSnoUGBUqlTrtJDepGSIZouGC0UMTU1KIpiMFWe4FPU2IcU0fUhICGijaGsSvreolSK/lajmrIeYXcP2d8/YHNzPTXJ0JqubZhMpkQE5yL1aJQMHSmlqW07tC6wvWd+vGBv/5D9gwMQGdLfTmqzCRCHphOGsihp2pYYUloVKPreYTR4B633iIqUdVptIKJQWtE7i8ejJIAIgVR/LQYF6GTZBYJ4VApgo1Sai7V+qM0V6ELAx0BhFErLcDw4kFQr7MRgyJA2JaJOx3nz5i6PPTblM5/5IV577S2sj/SuHdLEbr/2xDBNp5PBlLpksgTqsubipS20Fg4O9hCSoW07S9dZiCkFD05StU6O05O0r/fPWehOJpPJ3En2O9nvZL+T/c796Hey7mTdybqTdeeE/B0rk8l8nLyvGsyS1OxrwJPAX4sx/raI/FfA/yIifxH4DeAvxFT06VPA23f8+jvDY99XhJIsCgQgxmR8JBK8B6NSCo2AC6lhQYwRdZou5CmKiqooUSiUqjlJNTFmzKiuaY5WREn1n5y3eGcxpmB94yKLec/OzhF/6LNjqnJC23Z8/fe+xnhUMJvWRGDZLFGiCCGyOF4MBgrwiv3dA6orNZ/9zB+i6xq6puWpJ56i71pefeUlVstjeidIiDjrTg2bRnDBo5QmeI8LqeYXITWWMNqkaG4IWBfQMQIBbdIJvOst4JDWIipQFCWgaNuOwijKqsT2Fu88RVFTKo+3x2hJ3WtdVJSTGV3nKKsRohUXiCwWxzhn6doF3nrqqiLESNs2aK1PU65OzGjTNERJ5oQYmYzGrJZLQggYYxB9YmKTYXVBiBIpypQahES89ylFS747EluWJYVKJ/fpbErXdhwvF1TjkkXbsL2zQ2sdq1VDVRVMpxNGdU1VVWitCRGqepwaZQBGG5CGpmkZTyb0veOtt99he+cWOzu7qU6XDxTaYIwZLE9q5hBDamqS7GCEkOqAGVOlzsPO4l0g4NFGMEYRfMR2Hh9BxYgWEIloren7gJVA8Om+Ugol5tQnWB+IIgigRRGV4AOEGEEpjEp11ULX4/1t0wOD+cSnul4oXIj03vPKa69xeNiwc2uPrreUpaaq65RW2PXD76Xt/8ADDxBjoLc9q2XDcrnkkYc/xR/9oz/B3u4O33rhhdQ4Q4SqTul9wSvatscUGuscSoS6rlktV+9HZs5cdzKZTObdZL+T/U72O9nv3G9+J+tO1p2sO1l3zlJzMpnMJ5f3dYE5xuiBHxWRDeAfi8gPAT8PbAMl8DeB/xH4n9/vHxaRPwv8WYCiLGlWDcFbJEaMpDSmKBobPa73NG1D31usl9OGDYUogoThhAwKjVaa8XRMUSr2D5YEF/AxgqhUw2qoH2bKVP/rtVdf59b+nBiTsbq1c5Mf++E/xNbmFu9c36WuSr75rZf4zGc/w1d++6scHi0RMSDQNS1r0xmCwrvIW2+8zWwyZjFf0KwWQwpOSmGRCHZoyhAC+BgJRMrCEIZ0HmMMSglVWSZzFSNlUaB0JARHFGE8GtPZ1ATBO4/3PVF5QvA4F9JJkoIQAloJ4CkkgPeMRxWFeJrlnPF0HdsorF3RrRYpRYd00nTWpbGLIwaHRE9ZGEQpFovFaZ2wiKcwhtamxiAKIYbAZDKhc5ZVs6IejZAQUVrhvcOFgHORYjRJ+9ZgdkVOanZFYvCYIm3jsqqgF47nc7q2o65LvI9sbV1gb/eQrkvNHJzzrFYrppMJl7Yus1q1aKUY1SVmKDIXI6yahq5vuXL1wVTvqygR0XTdUG8LobeOuk6fQfAeGz1e4lAbrmaxnKe6Vz6glYMYiUEgQiTStx5nIl1rk1lBkAhGKcqiREyF8w5vPUoJ0fmhZlkyM955nHWIGSL4ktKpkpkLeOeJSoY0u7QNh5h6+l9S1+PoHaKTaRpPRoxHNddvvMNq1SBEFMLG+gV2bx2k7DMiMXrKSvP000/y8ENXefudt/jOt15mbTrmySc/TVmWPPPsZ/jRz32O69euobXm4qVL7Gzv8dzXv8nvv/ACNjgiEQmR4DwS44nf/0B83LqTyWQy7yb7nex3st/Jfud+8ztZd7LuZN3JuvNxa867dSeTyXwyeV8XmE+IMR6KyL8EfibG+L8OD3ci8kvAfzfcvwY8fMevPTQ89u73+psk8WI0HsdmteLwaB+cp4rryIUJShU4CfQ+YJ0lRMFjUhTee7rliqgNEBAxKe0ER9839FawzjHkpSBDtF2JJsRkEm7t7vPwp65gihLve3rr0AaefOxRVkvH1uUHcYsVX/7yV1ku5jz51OM8/42XUGKw1uG94+LWRYqi5Mb1GzTLhosbG1x75y2a5QLr+tR116Y5i65TupYIiCKKwgaPhICQorNVVZxmvIgIyhiMeEIo8UDfO3yING2LMTqZiT5A8DhrWZ/NUtqO0vjoqasydbFVNd5GDna2eeChMd4Foo+I6+ma+XDCVKf111IkPNXsUhoEQRvDZDJJKWgiaBFsTA0IRCl8iEBq0qG1xgXPYrGgMiVFmbJvvAuEGBEX0kk9RpQSyrJKkV0RlCKlws2m9E1D33uapiN4R9tEFvMVs2nH1StXODo8vN012nsQwZiCuhbGo5pxXaKU0HWWOHRIrquC8bhiNK4JMWJMQdt2eB/T7hIidjAlybTKEPWPrJoW69L+Ezx4AiKp6YZWyeD0nQeb6oelTTLse1oQrRFliB58CHR9D9FhipJYlATvCS4SUOADESFGR2UKlNJE54YuyB4PKV0q7V3JbJAaY4hENIFJafAh8Oxjj/L4Y4/wm7/5u+x0Hah0vBwfLQiuxWiwPqU3Frpka/MS62sXma81bGzcYjKdcPnSAyyXLUaXPHT1EWxrGdU1n3roEZr9DtUHjBd6H/Fe0q1zqV6des9+omeuOyLywfJYM5nMH4iIUBQFfd+fPlZVKS2767q7NawPRfY72e9kv3Ov+B3QmO/yO4899hS/9Zu/y053LfudrDtZd7LunMn3rMcee4Tf+s3fuae+Z32UmvNu3cnfszKZj58UNjxfvOcFZhG5BNhBgEbAnwD+8kntHUnh0P8A+ObwK78C/Nci8vdIBeCP3qtGj5BSUqztCX2Ps/XpyUSJIgabouKkk08UcM7R2556MgUi43qMtR7rHF3XD2NXIBHBIFEhEiGk37W9ZdW0TGfrmKLAO8dkPGZtNkPckrWNDcrJjJvdOzzyyKNc2Nqk63surE+JUVguLc72jKqKiw9eHhoWBBbLJTs3tzFGDd1wDcQebQwnzQWMMSnyrTWCpBQnYeg8O7xm6IbrnQeVUpps8KyaFqU1RpcpAuvAR0+MkcnQ7Rigty11XQMRI6kjsQ89IfQ0qwU+avp2jmApRxPqumZ+fMRkXLMMDu8DXlJnYkSddnYGdToPJSmSrpTCe48eOgif1PzynSeGlIJn7VAfTAnBhtMUNlGpflYkpQml2lwKZx37ewf0bUNA4bxHiaK3jvliydqq4fKlS9T1mKIs0zYpCyazKUVZsliuMIVhsjYbXGS6wCEizNZmjEaj9Dk4T9u2QBpfVAqi0LYdJ+dqAYrCgI90Q+flVHPru+PFooYPKqQVCqIUMkS9T9KzYgw4PzRTCelzE1E4HykrnYxnjIM5lqFml0Epk1Yf4FFDh+J4YhSLIV0rgJLUCVyT0sXGRYG2gaO3r/FbL79M2wdGpqDxLS56Do8PKLRPTS6cwwdYLBf8w3/4jzDa4D1Y36O15uu/9wKKZHhHZYkCRlWBRE8tgUoJT12acm33iJ2mpx9M34dZznMWupPJZD5aqqrimWee4Tvf+Q5/6k/9KX75l3+Zn/u5n+PFF1/ky1/+cuoUH39wG1RV1en7n1y4/qmf+ik+//nP8zf+xt841fQPSvY72e9kv3Pv+R3FCPyT1OYmi/m/w+Fb/4IvvvBTePcUtTmidcc43A/sd+pyxrL/WbaqX2Gkep66NOW1mz/EqnkWpf4WSHtu/U7Wnaw7WXc+at0BfKA2hsV8yeFb7/DFF76Nd5HaFLSuxfGDf8+qy4Jl37JVaUbD96zXbh6wamza9z/E96z8HSuTuXfRIoQY2ahHHLYN09JgQ6R1/iP7GwJMS8Oid6cXr6uhdFPr3/vvvJ8VzFeA/3Oo1aOAfxBj/FUR+dIgUAI8B/yXw+t/DfhZ4BVgBfwX72ci0d+u+WVMRKmAFg0hdbf1PqSopAYJQiCidTrRRO9YzI9JQxREy3BSCMOJw9E6m2o9iacshaZfsL2zzY2b24zrCmtdSqMKHiNp0+7c2sMFuPzgFX78x3+c1197lRtvb7NaNohvUZOaS1sX2LywSVkWrK9N+dpXv4p1DpEC53qqqkRphXM2nVgH03Dyvy4KYjjpAizDc9DZ2x9o9On51arhaD7HOU89GuFDYDweD+lH4JzFxkhZFWhJH20Mgd47gvKMqxJTKtZmM4KUHIZ+iKSXiC5SzSo/pGmVqSGEMicn39sNDrz3BOfpuy41JwjpZK61pnc9PnjKukoGU7nU0TemNLYT02dMSgWLMaaIsKS0J+/Te6UuwS7V6wpDfS7A+UhvA7du7dF1lsl0RlVqRCtEKZarJfUobZPJbIo2eqil1qc0uhiZTCZopSHAcrFkf38fUxSgDX3vhhUZKeUqxhS1x6XVBqkOl9wRKkrRb04+1+Ff2oMGsz08Z21AmxSpt9anfUIYDqu0byitwUFRFKAE5yMKnboLk+qFBZ8Mk0oF8oYaYhGUoFWqC2cQonOsmgYNVLpktnWBmZS8/tY7dL3FEwCDixXD2gmUcszWah599CrTyZiu71KamXcoSdF+I4pCKby1PHD5Mkf7R5hgKYcVLofLFpmvUpqiimj5MAmjZ6M7mUzmo6NtW55//nlEhC9+8Yv0fc/f+Tt/h7Zt+ZEf+RG+/e1vfyQrmfu+P33/E9bX1/nJn/xJfvEXf/EHeevsd7LfyX7nnvM7gei+RdMatPl1vPFcvfLriEReeeNJOvt1PJYf3O9scrD32xRRU1EiYrh+dBF39OOU+m+de7+TdSfrTtadj/57VtM2aCN4o7h65RIiFa+88Rad7fFEPorvWQd7hxTRUQ3fs64fLXBHnlKbD6s7+TtWJnOP4oeFOsddR4TTi8Ba5PS5H5QILO84R0IKEBoULR/BBeYY4zeAz32Px3/6+7w+An/uPf/yd/8OXdtCSAkoRisKrdBapdpRpDQma3u800TRxBARhBA8x4f72N6hVMnWpYuIKG7d2kGAUV2jjUJroSg148kIEejajsVywb/6zS/z2CMP8+hjV1PtJe8RLVgXuLmzx+ULF/mxP/x5Lj/wIEcH+3z+xz7HC9/8FuOR4Y/98T/O009/lm++9B2KsqBpWxbLJXVRpJQcUqA1Ek5Ttk6iq95bwmB4ipPHfcR6D0rSSq8hKKk0RDHoUjMa1Rwfz1kulxhj6LqWaVlRVAV910NMaTNFYYg+UBclq+A4nB9S1Vu0fcN8OWdj4yrTtS10EVFSsbN9Hes81lqElHLkQ6S3bujGHG+vDNApHc7ZlJOW6prpIXqf0pFMmYxUaYrUPCSkVLC+75NRG7r3ap2iIT4EfAhE4dT8xTisNojJVHkXAGHVtESExWLBdDpFq5qiULRtw3g8ZmNjg6OjI6qqIsbI0fEx1noQhbM9G9N1tEqNOpbLhsOjY0KMOB/TygbSviVRICZz1ns37K0pDfAkWnyyGi8Sh2j6sPoj3j7ZR4bIt0AxRMxDSCsRRCAGSasDjMFbm/6CEpz3pFyyZPpkWF4SQjKKxhiMSo0eLJEYIp6UXmaMQYvgiHgND129zGw6JTqD3tkH20PwCAaty8F0CaI0Tz39JP/Zf/of8ewzT7OYzwkI8+NjlFLYricGT1kU7O/vc3HrIv/017/Ey99+ke1r2/S9Z952dMZghxXMtYlEbl8Iep+a8LHrTiaT+XiIMbK/vw9A0zQAPPfccx/L+5/wa7/2a3zpS186/Xsf8n2z38l+h+x37k2/owh4s8/k6pOnfqfceYFu7iHoj9DvHPLqqd/5J5T1r2LpQcy59TtZd7LuZN35uHQHvBEmd3zPKnf26ebuI/+edVt3LGU9xqYD9wPrTv6Olcnc+/jh5B1P73+0hTLCu96ucR7ex8Vl+IA1mD8uRAkRQWuDUVDXFZGAUoIdOt9qo6lqQ2htSuFSoFIuF96lCK9SAaUi2oD3LXVVU5QKYwqKIjV2EHQq+i81UKCU4Z3rN/l/f+2f8W//9E/jvUcVhtlsg/VNx2S2wQMPPEhZ1pT1CDELeuf59FNPcWP7BlU1oqwqvvxbX+bm9jbOOYrxhJPOv0ppTJEaS6QUoOI0basoVEpbC54oBSe1uLq+Y9U2QEQbjUZQwVJoA7XBuYqjo2OUgq71VLUeItUp1a0sSqqiJA7NLpSOzNZn6aTYNhweHvDAlcdRVU0k0ncrirIkjsf4vqHvWpz36eYcMUQgdTgujKZzIT2m0kk8Bg8C2mhsn1KgrbVDGhfEkOaRzEy8fSMOaWHpMyorQAQfTuLTyf0USlMUJY3vBtMQhuYaYIxGKWH/4IAHH7zEaDTCOYvRGtt1hLLAKcV4MiG4QF2VzCZTlNasmgWHgylyIdVEY6jjFaMQTsyLnBicocbVUDsNSGlrJwd4jCn6nDYXIYbhx+G1Q/pWaztiHLpZkwyX1hpCwLmU+vboo4/yzrXrQxfrYRAM6YgMzSVOPoPBoDEYrohCl1V67xCGY8xQ1xPefP0Gy1WLP51fRMIqjR2FQjg+mvPWm9chGJplulizWMzTtkFYLFe8c/0a+/sHPPPMMxitmK5foHlzj9ZFbIhI6KkAghCkGPahTCaT+XiIMZ1zNzY2+MIXvsAv/dIvfehSGR8n2e9kv5P9zv3kdzwSF5RxA+u/gJe/SwzLj0M6fiCy7mTdybpzP+lORGJPGVNdZy9l/p6VyWTOjFIreh++7/Pn4gIzpIjsaDylkMBkMuWk0+3wX6qRRUFKcRlORBKTaQieGD0Rk9JMgqOqKsrCUJUlRT1N9Zec5fioTVF5UVSFIKVC1yU3b+2zu3fAxnSTSVGDEm7u3ML38PjjT1KUhtn6Fq+9vs361mWO5kti6FlbO+D6rV2aVYu1jq5tcZMJzjn8YBxCjIzHI26nZqUUJmNMqp3lHDHG0zpZWNKJsdBECQQXUcZQVyWEwMbahFFV0jQt2hgKk5phxBhYX19jOp1SVyXdqsHanqossA5sHzAq0ncLvGuoxxu0NtUhq6oKfE996QEOD/bYPzhMKUFKqKuKGDwiqfOwEGn6jt464nCCD0NkvChL+q5jtVphhrGdBFRO6mOJ0oO5SI/HmLoTW2sxJtWTCjEyHo3oh4ix7XuctYgoApGiVGyurTGfH1MWs2H7wvaNbZ5+aoZEqKuauq6pxyMKXbDolsxmM6q6RrRmsVxyeHSEDwyGIRIjw9iSZUlJUXEYvwJSR+1UsG0wFcPrQwQNKRIe0iqAtAOnnTgMqw60LtBlShMMPpnGvm/TtgwOo9M2J8Yhin9n6lMyZiIaRKVUtzC0nRhqiUFqguGDR4lQonhwY4uHrj5EN/e89vLreJfSHpQ++Z3hmIpwfHzMiy++yHg0ol21xJi6i8cQWFvboOtbXnnlVd548y1ee+NNttbXGY3WCdoQxBOiQjBICMNKgNvRtUwmk/k4efbZZ1lfXx88xPkk+53sd7Lfub/8jvefhbBGDHJu/U7Wnaw7WXfuN91xENJmOq+6k8lk7i+0yHsKzrm4wHxS+0vpEk1AdIGI0HVtirYbzdI5bBgis0OkU0QIMQz5UekEE0IkBDd05U1ddkWnOlfOB5quY1QWtO2c4+OW8XjMunqQuir4zS9/hdA/ycUf+yGUaNY2LrC+scnR0ZzvvPQWb77zNsfHLcvO8sClNZrlMZcuX+LW4RFFURADBB+ZH89P59X3HaNxiVKKEAL9kJpTFAVuqEGV0pMCfdsRYlpRUNcVSkPvekpTUZYltrcYScZhtFazNluj63uOVwtEKUajEatVS7tqGI9GjOuaqqxobZdOQB7ERAgtr7z8DR578odZu3CFvcUefdfih9QslGE0mTCZzWjblmB7bN/Rde3Q8Tc1nIgkw9r3PSfdhfVQADw1DhGMNvTW4pwnBE9ZlhAjWinqukrpeTFF5X2bGi+kGmGp5lhVVal5hXODBQmIpBS/jY01NjdmqdFFsJRFweL4mOOj49ThuKowSqNFMZ8vaJqGy5cvo4xm1bTs7e/xyGOPc3j8Lfohgn1yUSIZ7nj6853mIO176YkYY6peFdMKkaqs6bpuSHc7MSzJ+KihOYVSqZmH9xGJKjURsT0pUB7xEW5s36BZtShTnDbBuHN8J8dMiOCG+mUxOSdC8PQxoCRSTye44Hn62acYjyfc2N5H6VQvLa0OiMRghlUAgdG4YnNzg+3t62zfuMzhwRHHiwXOOXa2d3ji8SdYLBtuXr/Fct7RLHe5eeOAyWxM55b46Ib3MgQJBAnoHFXPZDJnxFe+8hW+8pWv3O1hfF+y38l+J/ud+8/viP4qSv8OIZzPwFbWnaw7WXfuR91RKB0I338hYSaTyXyk+BjfsxzHubjAnNKLBBXSSYoYKIuCQkqiRHpn8USCEgIpMq1NmWpY2Y4U600xUB88ylsmRaSajjBljXf9cJIIrK9PUj2qQvDHPV1zxFw0ZusC80XD7q0jnIO+a/C2YfvWdX7/ud/l0088ys7NbXwQ6qpgc2ODi+s1b7zxBhFhMp0RwrV0ghShKAumhaZpG7wH705SllKdqKLg1AxZ725HZ32KUpdlQVkVlKXB6ArvPN6l54vS4HpLINXUKooSUYIIeO/obE/fddjRmM2NDVSEqqgRA1WhqOqKS1euMFtbY9nMMaVhtraG1pq263FRp+h8WdCsWvb3btJLxPbt0MU5pUzVVKyaZvj89GnThrIohqYKybj11hG9T41DhoYJSimsdySfZVIEOaYmEX3fE31ADw0OlJIhqj00KFEmReG1YmNtgiiNcxZvLYUxHB8dUtc1WqV0wOWqZXdvl9FohDIaawNvv7PNtes7+LiD8ynF6rsj2CfBmZiK0MipD7oj8p5eI0EhJKNTGEWwEUsAI4iXkyS0IT1RU5QmGZihxt1pXTf8kNIm7O8fMgT3U0rWEKHXitQN2ntiTOlm8WTod5g1YkqXq6qSdrXk1sEuB6++yjeefxnnexjGG0MgKk8kNbOYTtb41KceYXfnJiFoDg8X9K7Fe09ZVbx97Ro3b97i8OiIGHyqxCOR5eIofeGInlJHqvGYVdPS29TiIofWM5mPl6qqkna+x0k/c3fJfif7nfvJ7/i+xGLBxOx3zrHfybqTdef+0p38Pete0J1MJvPJ5FxcYE5x0oCIRmmF0RFve8ajKeiI6RsCkW7o6ipKUMoQo0vpLzF1UNUSEBXYHBU8eHGTcusqh0c9ezdvEYdODg899Cn2Dw5ZtpayHBO9w7fHNM2YyXTCwcGCw+OGECxPPP4QX3vu97l16xqfeeIhLm1tsH5hk28+/2261ZxnP32V0foD/ONf+afs7x8MUWGIKHzwhJAi6H3nOD5eUpYGPdT+UlpRwukJ1HsPRKqq5KRulKAwSlLUNYB1IdXqUoL1KY3Jh6HLs4C1qcB/XdepjliEvreM64rSVCgBpSJdZzk6atl4UKNKTXdkIQbGozVG0w28D9Ae0SyO8UEY1yXedtRlmVKPTAkirFYNq+DTqoaYPsOT5hRGK6IIvbNY5xmZ9LeigBpWPwSgKEyKqjuXbt5TlCVaFEY0NrSIUiCRqizofcToghAiy8WSC2sTlAxpb8ZQVyla75wlEnHOs1g29LbHBcfe/j4iBdev3+R4viLEoWvz9zgzp2YhglJ6WAUh32V6bkfOFTE4UIrJpGJzWvHWzVtIpXHLwb2I4DyITlH2vu+w1qF1iTEVtndI9MkADkY+ymCuhv2KIZqvtFDVNZCaZTRNfzoWkdScwoaAdwHTdqQGGoHlYsXN7R1s3xHxxFikv3PHnI+P57z80qvMj4/pWs/29g18cGxsbDAajdnd22e5XGHtsCpEpTS76AWiQUShTUBUxGiTzDrue27fTCbz0fHss8/yne98h67r7vZQMn8g2e9kv3P/+J21yY/wzs6/QlU++51z7Xey7mTduZ90p+KdnVuo/D3rnOtOJnP/oORfb3yX+d6ciwvMdzYjMKbAaEMMqVZUaYqUBhNIjQ2CRtTpLyIxoCV1DjZaKFTkwcsX+YnPfQZbr/HWO7sc7x/SLFtEKwQhDAZKKc10fY1xbViGgClKDudLbu7scvnKFer1DYTneeDiRTbW19lvVhzs7TEZ10ymY3rbofqOrl1ydLhH13YIQtOsMEYTrEvdboMgEoYaWA7vA7Z3qQ7WHavNtNbvWn2WUql8tPgAbd+BQLAB62w6aQVQOjUvqKqKoiggkho+KE3ftKjgKNdHeCIuRI5XLdNLBePpOl4Jy8NdunaBdy2jqmRUKm7t7HN4sMt0fYOySIairmt6a5nP53R9TwiO2WSMVj29d4hohEhZFozqOtUMW7m0OkBp6nFN27fUdUVVJSMWTwtHSfqcB2MhSogxmcHNjTXmc8XR0Rwl8dT0NW3LfLFgfXOdqqxZLBYEImVVYZ0Fgc72dG3D+myN+WpB3/ccHOwloxoCkVQn7t2r/k5SpKbTGZPJiO3t7ZQh+O7XIYhERCcDURSGZz79BNf29hGtCCqAKEKIKElNI1bLJd57RBSKQO97QgiIqGR5TtKzQiSqmD5PUrpYJFBVBZ9+/BGKwnB4OOeVV968HVBHUuQ9eLyHtu1RykDUVOX49HgjJovFkK4nQPCwWjW8/dY1RKBtu8FMR6zdQ+tDIgxjTbuuEHHDKog05oBIpOt6nBtWLAyGMZPJfHw8//zzd3sImfdB9juJ7HfuD7/z7Kcbtvctok32Oydb6Rz6naw7iaw794vuPMH2fv6edd51J5O5n8gXl98/5+ICM4PxIaaTptKSmkoQsH1PcAEtColDvaUoaJVOVoVRXNraRKEpC4UlMBvXPP7IpwjTTfZ2j4gxneAIgWvXrg2ZOKnj8KWLF7i8Nea1G4c472iD49U33uaBhx+hMAWjssQXJc1iQd82TCdj1qYbXH1wC98fcHx8yNUHLoLvuXZth8l0jcPDQ5wLVEUJEYoiRaEZTmplWXKSyhOiR0tK4QJO540UeA8iERssPkSCeJQ2oARlNE3TIkozKStihLbrsc7TrhqmVc3m2toQVdcEF1jZnmW3ZDq7iKlGNE2HqgqqumK53/HaKy9S12MIDmdXKO1ZtkeoDrQ2lGWdaraVJW3bUpUlzjlGdYX2BnvSVbjvWZ9OQBR9PxhVlVYAlKWhKquho3XEOYfW+rSW1knkWilhNK6JOJRELm5tUBjD9q09RMB5T9u1WO9RovDeEyOpJtiopgwli/mS5XJBVZaMxyOiAmsdB4dHtF0LkozL7Wyn28pxMo6u67C2Q+74jE5qnw15VSlwPpjx4+Mj9vf3U80zBSIBRYo+i5IhNS+lXYlA73vSCyOFMQTvB0Pm0xuq238npfZ5qknN5csXqeuKpmm5HeFPhJi6HAvDqoEY+dpXf58YYDwe0/dNWskhqXEIPqXSiaTaesPWILQdEFEC1lqc96m+2cm8iYQ4rGxBnaYeQvoi4kPktHBaJpPJZLLfyX4n+53sd86erDtZd7LuZN3JZDKZM0DOQ71GEZkDL97tcXwEXAR27/YgPgLyPM4X98M8Ho0xXrrbg7iTrDvnjjyP88X9MI+sOx8f98P+AXke54n7YQ6Qdefj5H7ZR+6HedwPc4D7Zx5Zdz4+7od95H6YA+R5nDe+p+6cjxXM8GKM8fN3exA/KCLy1TyP80OeR+Y9yLpzjsjzOF/cL/M4h2TdOUfkeZwf7oc5nGOy7pwj7od53A9zgPtnHueUrDvnhPthDpDnca+g3vslmUwmk8lkMplMJpPJZDKZTCaTyfzr5AvMmUwmk8lkMplMJpPJZDKZTCaT+VCclwvMf/NuD+AjIs/jfJHnkfmDuF+2a57H+SLPI/MHcb9s1zyP88X9MI/7YQ7nlftl2+Z5nB/uhznA/TOP88j9sm3vh3ncD3OAPI97gnPR5C+TyWQymUwmk8lkMplMJpPJZDL3HudlBXMmk8lkMplMJpPJZDKZTCaTyWTuMe76BWYR+RkReVFEXhGRv3C3x/MHISL/h4jsiMg373jsgoj8cxF5efh/c3hcROSvDvP6hoj82N0b+W1E5GER+Zci8i0ReUFE/vzw+L02j1pEfkdEnh/m8ZeGxx8Xkd8exvv3RaQcHq+G+68Mzz92VyfwLkREi8jXReRXh/v35DzuFbLunC1Zd87n8Zp152zJunO2ZN05n8dr1p2zI2vO2ZN15/wdr1lzzpasO2dP1p3zd8x+knXnrl5gFhEN/DXgTwKfBb4gIp+9m2N6D/428DPveuwvAL8RY3wK+I3hPqQ5PTXc/izw189ojO+FA/7bGONngZ8A/tywze+1eXTAT8cYfwT4UeBnROQngL8M/JUY45PAAfBnhtf/GeBgePyvDK87T/x54Nt33L9X53HuybpzV8i6cz6P16w7Z0TWnbtC1p3zebxm3TkDsubcNbLunL/jNWvOGZF1566Rdef8HbOfXN2JMd61G/CTwBfvuP/zwM/fzTG9jzE/BnzzjvsvAleGn68ALw4//yLwhe/1uvN0A/4J8Cfu5XkAY+D3gD8C7ALm3fsX8EXgJ4efzfA6udtjH8bzEEn0fxr4VUDuxXncK7esO3f/lnXnXIw/687Zbu+sO3d/Pll37v74s+6c3bbOmnMObll37vrYs+ac7fbOunMObll37vrYP9G6c7dLZHwKePuO++8Mj91LPBBjvDH8vA08MPx87uc2LMH/HPDb3IPzGFIPngN2gH8OvAocxhjd8JI7x3o6j+H5I2DrTAf8/fkF4H8AwnB/i3tzHvcK53af/gDcc8frCVl3zs3x+gtk3TlLzu0+/QG4547XE7LunJvj9RfIunNWnNv9+QNwzx2rd5J151wcr79A1pyz5Nzuzx+Ae+5YvZOsO+fimP0FPsG6c7cvMN9XxBR6iHd7HO8HEZkC/wj4b2KMx3c+d6/MI8boY4w/SooS/Tjw7N0d0QdHRP5dYCfG+LW7PZbMvcm9crxC1p3zQtadzA/KvXK8Qtad80LWncwPwr1yrJ6QdefukzUn84NyrxyrJ2Tduftk3bn7F5ivAQ/fcf+h4bF7iZsicgVg+H9nePzczk1ECpL4/N0Y4y8PD99z8zghxngI/EtSusGGiJjhqTvHejqP4fl1YO9sR/o9+TeBf09E3gD+HimV4n/n3pvHvcS536ffB/fc8Zp151wdr1l3zp5zv0+/D+654zXrzrk6XrPunC3nfn9+H9yTx2rWnXNzvGbNOXvO/f78Prgnj9WsO+fmmP3E687dvsD8u8BTQ1fFEviPgV+5y2P6oPwK8HPDzz9Hqnlz8vh/LomfAI7uSFG4a4iIAH8L+HaM8X+746l7bR6XRGRj+HlEqjP0bZIQ/enhZe+ex8n8/jTwpSGSd1eJMf58jPGhGONjpP3/SzHG/4R7bB73GFl3zpisO8A5Ol6z7twVsu6cMVl3gHN0vGbdOXOy5twFsu4A5+R4zZpzV8i6cxfIugOck2M26w53t8nfsO1+FniJVF/lf7rb43mPsf7fwA3Akmqn/BlSjZTfAF4G/gVwYXitkLqovgr8PvD5uz3+YVw/RUqP+Abw3HD72XtwHj8MfH2YxzeBvzg8/gTwO8ArwD8EquHxerj/yvD8E3d7Dt9jTv8W8Kv3+jzuhVvWnTOfQ9adc3q8Zt05022ddeds55B155wer1l3zmw7Z805+3lk3TmHx2vWnDPd1ll3zn4eWXfO4TH7SdUdGSaWyWQymUwmk8lkMplMJpPJZDKZzAfibpfIyGQymUwmk8lkMplMJpPJZDKZzD1KvsCcyWQymUwmk8lkMplMJpPJZDKZD0W+wJzJZDKZTCaTyWQymUwmk8lkMpkPRb7AnMlkMplMJpPJZDKZTCaTyWQymQ9FvsCcyWQymUwmk8lkMplMJpPJZDKZD0W+wJzJZDKZTCaTyWQymUwmk8lkMpkPRb7AnMlkMplMJpPJZDKZTCaTyWQymQ9FvsCcyWQymUwmk8lkMplMJpPJZDKZD8X/D3GVnXoazStdAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1440x288 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#  引入合适的模块\n",
    "import cv2 as cv\n",
    "from skimage import io\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "\n",
    "img = io.imread('stop.jpg')\n",
    "#  得到红色主导色部分掩模\n",
    "avg = cv.imread('stop.jpg',0)    #  1.  得到均值灰度图\n",
    "\n",
    "r = img[:, :, 0]    #  2.  得到红色通道灰度图\n",
    "\n",
    "mask = r >avg*1.5    #  3.  得到红色主导色掩模  mask(严格系数为1.5)\n",
    "\n",
    "img2 = io.imread('stop.jpg')\n",
    "\n",
    "img2[mask] = [0,0,255]    #  红色主导色部分改为蓝色\n",
    "\n",
    "img3 = io.imread('stop.jpg')\n",
    "\n",
    "img3[mask]=[0,0,0]    #  只保留非红色主导色部分\n",
    "\n",
    "img4 = io.imread('stop.jpg')\n",
    "\n",
    "img4[r<=avg*1.5]=[0,0,0]   #  只保留红色主导色部分\n",
    "            \n",
    "\n",
    "\n",
    "fg,ax=plt.subplots(1,5,figsize=(20,4))\n",
    "ax[0].imshow(img)\n",
    "ax[0].set_title('stop.jpg')\n",
    "ax[1].imshow(mask,cmap='gray')\n",
    "ax[1].set_title('mask')\n",
    "ax[2].imshow(img2)\n",
    "ax[2].set_title('red  ->  blue')\n",
    "ax[3].imshow(img3)\n",
    "ax[3].set_title('only  backgroud')\n",
    "ax[4].imshow(img4)\n",
    "ax[4].set_title('only  masked')\n",
    "\n",
    "#  调整子图位置\n",
    "#  以最紧凑模式把plt.show()对应内容保存显示内容到  out.png\n",
    "plt.tight_layout()  \n",
    "plt.savefig('out.png',  bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "2.去除红色标记\n",
    "\n",
    "---\n",
    "个人信息:  \n",
    "- 姓名: 石庆波\n",
    "- 年级: 2020\n",
    "- 专业: 智能科学与技术\n",
    "- 班级: 一班\n",
    "---\n",
    "\n",
    "- 诚信守则:  \n",
    "    - 我承诺该报告内容**为我个人书写非直接抄袭所得。**\n",
    "    - 我**可以解释答题思路并复现我的答案。**\n",
    "    - 如无法实现以上要求，**我愿意承担由此带来的后果。**\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x432 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#  引入合适的模块\n",
    "import matplotlib.pyplot as plt\n",
    "import cv2 as cv\n",
    "from skimage import io\n",
    "\n",
    "img = io.imread('red_mark.jpeg')  #  读入RGB图:  red_mark.jpeg\n",
    "\n",
    "#  构建一个3个子图的画板,  长15,  宽6\n",
    "fg,ax = plt.subplots(1,3,figsize = (15,6))\n",
    "\n",
    "ax[0].imshow(img)  #  在第一个子图显示原图\n",
    "\n",
    "#  得到红色标记掩模\n",
    "avg=cv.imread('red_mark.jpeg',0)   #  1.  得到均值灰度图\n",
    "\n",
    "r=img[ : , : , 0]  #  2.  得到红色通道灰度图\n",
    "\n",
    "mask=(r >avg*1.5) & (r>200)  #  3.  得到红色主导色掩模  mask(严格系数为1.3，且大于200)\n",
    "\n",
    "ax[1].imshow(mask,cmap='gray')  #  4.  在子图2显示掩模\n",
    "\n",
    "img1 = io.imread('red_mark.jpeg')\n",
    "img1[mask]=[255,255,255]  #  把红色标记部分变成白色的\n",
    "\n",
    "ax[2].imshow(img1)  #  在子图3显示(大部分)去除红色标记后原图\n",
    "\n",
    "#  调整子图位置\n",
    "#  以最紧凑模式把plt.show()对应内容保存显示内容到  out.png\n",
    "plt.tight_layout()\n",
    "plt.savefig('out.png',  bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "3.月球猴子绿屏特效\n",
    "\n",
    "---\n",
    "个人信息:  \n",
    "- 姓名: 石庆波\n",
    "- 年级: 2020\n",
    "- 专业: 智能科学与技术\n",
    "- 班级: 一班\n",
    "---\n",
    "\n",
    "- 诚信守则:  \n",
    "    - 我承诺该报告内容**为我个人书写非直接抄袭所得。**\n",
    "    - 我**可以解释答题思路并复现我的答案。**\n",
    "    - 如无法实现以上要求，**我愿意承担由此带来的后果。**\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#  引入合适的模块\n",
    "import matplotlib.pyplot as plt\n",
    "import cv2 as cv\n",
    "from skimage import io\n",
    "\n",
    "monkey = io.imread('monkey.jpg')  #  读RGB图:  monkey.jpg\n",
    "\n",
    "h,w,_  = monkey.shape   #  获取monkey.jpg的  高h  和  宽w\n",
    "\n",
    "moon = io.imread('moon.jpg')[0:h,0:w]  #读RGB图:  moon.jpg,  从左上角起，截取与monkey.jpg等大小部分\n",
    "\n",
    "\n",
    "avg = cv.imread('monkey.jpg',0)  #  获取猴图均值灰度图\n",
    "\n",
    "b = monkey[ : , : , 2]  #  获取猴图蓝色通道灰度图\n",
    "\n",
    "mask = b >avg*0.9   #  获取猴图中背景掩模（蓝色占主导，严格系数0.9）\n",
    "monkey[mask] = moon[mask]  #  把猴图的背景部分用月球图的对应部分代替\n",
    "\n",
    "\n",
    "plt.imshow(monkey,cmap = 'gray')\n",
    "#  调整子图位置\n",
    "#  以最紧凑模式把plt.show()对应内容保存显示内容到  out.png\n",
    "plt.tight_layout()\n",
    "plt.savefig('out.png',  bbox_inches = 'tight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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